Mentions research · archive coverage
Every voice needs a record.
Explore the people, programs and companies behind mentions markets, the market families that recur, and the transcript sources needed to research them.
Market inventory observed 2026-09-28T20:47:19.265Z through 2026-09-28T21:02:58.628Z. This is a dated coverage map. A listed source is not a claim that its transcripts are already in the WET archive.
- Kalshi mentions series
- 452
- Polymarket tagged events
- 1,273
- Families with repeat events
- 286
- Source options mapped
- 31
Published transcript research
The reviewed Trump collections have searchable passages and explicit coverage. Broader source discovery and acquisition are being developed separately; this directory does not expand those statistical cohorts.
What is actually in the archive
These are dated measurements of the private research cache. Retained documents, extracted text, reviewed speech and tested forecasts are different stages. Larger archives do not by themselves prove better probabilities.
Presidential documents · 2025
Official year inventory spanning two administrations; written records and spoken occasions are distinct.
- Originals retained
- 1,231
- Text extracted
- 889
342 originals still need extraction support. 102 Biden records remain separate from Trump research.
Verified 2026-09-28 · private cache
Publisher inventory ↗Presidential documents · 2026
Official year inventory; includes written documents and multiple occasion types.
- Originals retained
- 547
- Text extracted
- 442
105 originals still need extraction support. Speaker attribution is reviewed only in the published collections.
Verified 2026-09-25 · private cache
Publisher inventory ↗CNN programs
2026-09-21 through 2026-09-27 · 28 program codes in the publisher date indexes.
- Originals retained
- 269
- Text extracted
- 260
9 publisher “Did Not Air” placeholders excluded from transcript counts. Speaker and clip structure is extracted for 260 transcript segments. Full-broadcast completeness and reuse review remain pending.
Verified 2026-09-28 · private cache
Publisher inventory ↗Federal Reserve press conferences
Calendar inventory from 2011 through 2026; different chairs remain separate research populations.
- Originals retained
- 93
- Text extracted
- 93
1 occasion has no linked transcript. Extracted pages still need speaker and completeness review.
Verified 2026-09-25 · private cache
Publisher inventory ↗Microsoft earnings calls
Company-published fiscal 2024–2026 call pages, selected from the official event inventory.
- Originals retained
- 12
- Text extracted
- 12
12 published layouts include prepared remarks and analyst Q&A. Speaker attribution, audio completeness and commercial reuse remain unreviewed. This is one issuer, not category-wide earnings coverage.
Verified 2026-09-28 · private cache
Publisher inventory ↗JPMorgan Chase earnings calls
The four fiscal 2025 calls from the company’s official quarterly inventory; fourth-quarter results were discussed in January 2026.
- Originals retained
- 4
- Text extracted
- 4
4 published PDF layouts include prepared remarks, Q&A and publisher speaker/role labels. Audio completeness, attributed identities and commercial reuse remain unreviewed.
Verified 2026-09-28 · private cache
Publisher inventory ↗Readiness across mentions lanes
Presidential speech
Historical research available
Reviewed Trump samples are searchable. The broader government collection still needs attribution and occasion review.
CNN news programs
Speaker and clip structure extracted
AC360, Mamdani and Jensen interview ranges have source-pinned structure and replay flags. Complete recordings and native rules still need review.
Other networks and political briefings
Sources mapped
Acquire each program or briefing archive; a CNN sample cannot stand in for ABC, CBS, Fox or other networks.
Entertainment, podcasts and culture
Sources mapped
Acquire complete episodes and distinguish the host, guest, replay and promotional excerpts.
Central banks
Transcripts retained
Review each chair and separate prepared remarks from Q&A before measuring rates.
Company earnings
Microsoft and JPMorgan calls retained
Prepared remarks and Q&A are separated. Extend issuer coverage through official full-call sources and provider access, keeping each quarter and company distinct.
Elon Musk interviews and appearances
Sources mapped
Company calls, interviews, launches and other appearances need separate populations and explicit speaker attribution.
Sports commentary
Sources mapped
Full game commentary needs its own feed and announcer attribution. Press conferences cannot substitute.
Written mentions, tone and duration
Separate measurement needed
These contracts need text, audio or timing rules specific to their resolution criteria.
Published rates describe the reviewed historical samples. Forecast accuracy for the full category has not been established. To earn a probability label, each lane needs frozen pre-event predictions, venue outcomes, and testing on later occasions kept out of model development.
Explore the reviewed collections →Related transcript collections
Collections being prepared for mentions research
Each contract still needs its own speaker, counting rules and occasion review before a historical rate or probability can be calculated.
Coverage reflects the dated archive review below. Source dates alone do not establish when WET first held the material.
Speaker and clip structure extracted
Anderson Cooper · AC360
AC360 published program segment; full broadcast unverified
5 source segments in this review
Published program segments contain host speech, guests and recorded clips. Complete broadcasts and native counting rules remain unverified.
Verify speech against complete recordings and review source reuse before publishing phrase rates.
Source records and coverage
- ACD · 2026-09-21 ↗
2026-09-21 · Speaker labels and clip boundaries extracted · completeness unverified
- ACD · 2026-09-22 ↗
2026-09-22 · Speaker labels and clip boundaries extracted · completeness unverified
- ACD · 2026-09-23 ↗
2026-09-23 · Speaker labels and clip boundaries extracted · completeness unverified
- ACD · 2026-09-24 ↗
2026-09-24 · Speaker labels extracted · clip boundary mismatch · completeness unverified
- ACD · 2026-09-25 ↗
2026-09-25 · Speaker labels and clip boundaries extracted · completeness unverified
Collection review: 2026-09-28. Source originals remain private.
Evidence manifest SHA-256: cf735d77480696db2df55eb9ef02da5f638f6ec72341a3377fbaa6487e3b0491
Rule snapshot SHA-256: bb03646165f6f0eb7fc0669c80974dd1512bb287c029230134624ff20c6bc0bf
Readiness ledger SHA-256: c5f738de0ac6033bebfb068893b52524781166f523ce7cd916e7d52850f0037a
Speaker and clip structure extracted
Zohran Mamdani · Amanpour interview
Amanpour published interview candidate; not announcement or press-event population
1 source segments in this review
This interview is related background. It does not represent the announcement appearances measured by these markets.
Verify speech against complete recordings and review source reuse before publishing phrase rates.
Source records and coverage
- AMPR · 2026-09-22 ↗
2026-09-22 · Speaker labels and clip boundaries extracted · completeness unverified
Collection review: 2026-09-28. Source originals remain private.
Evidence manifest SHA-256: cf735d77480696db2df55eb9ef02da5f638f6ec72341a3377fbaa6487e3b0491
Rule snapshot SHA-256: f48054d0c2c2b60160978d99469eaae2b6169f300fa10989b2425f7e58e0812d
Readiness ledger SHA-256: c5f738de0ac6033bebfb068893b52524781166f523ce7cd916e7d52850f0037a
Speaker and clip structure extracted
Jensen Huang · AC360 interview
AC360 published interview candidate; not keynote, announcement, or earnings population
1 source segments in this review
This interview is kept separate from keynotes, company announcements and earnings calls. The source has a mismatched clip boundary that remains flagged.
Verify speech against complete recordings and review source reuse before publishing phrase rates.
Source records and coverage
- ACD · 2026-09-24 ↗
2026-09-24 · Speaker labels extracted · clip boundary mismatch · completeness unverified
Collection review: 2026-09-28. Source originals remain private.
Evidence manifest SHA-256: cf735d77480696db2df55eb9ef02da5f638f6ec72341a3377fbaa6487e3b0491
Rule snapshot SHA-256: 3025418ce3a83bec1db1124a939953f37e32b4b9d083f9b75f81aa0e88a99378
Readiness ledger SHA-256: c5f738de0ac6033bebfb068893b52524781166f523ce7cd916e7d52850f0037a
Prepared remarks and Q&A extracted
Microsoft · earnings calls
Company-published fiscal 2024–2026 call pages. Fiscal quarters and calendar call dates remain separate.
12 official call pages retained
Published transcript layout is retained. Audio completeness, management-versus-analyst attribution and each contract’s counting rules still need review.
Review source reuse and attributed speech before publishing historical mention rates. Other issuers require their own call archives.
Source records and coverage
- Microsoft FY2026 Q4 ↗
2026-07-29 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2026 Q3 ↗
2026-04-29 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2026 Q2 ↗
2026-01-28 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2026 Q1 ↗
2025-10-29 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2025 Q4 ↗
2025-07-30 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2025 Q3 ↗
2025-04-30 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2025 Q2 ↗
2025-01-29 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2025 Q1 ↗
2024-10-30 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2024 Q4 ↗
2024-07-30 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2024 Q3 ↗
2024-04-25 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2024 Q2 ↗
2024-01-30 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
- Microsoft FY2024 Q1 ↗
2023-10-24 · Prepared remarks and analyst Q&A extracted · attribution unreviewed
Collection review: 2026-09-28. Source originals remain private.
Evidence manifest SHA-256: d0885c41cfc5c747000975c57364760d00fd6182ceb201ed63fe5f9dd5039d1a
Prepared remarks and Q&A extracted
JPMorgan Chase · earnings calls
Official fiscal 2025 call PDFs, selected from the company’s quarterly inventory. The fourth-quarter call took place in January 2026.
4 official call PDFs retained
The four published call layouts include speaker and role labels. Audio completeness, speaker identities and contract counting rules still need review.
Review source reuse and management, analyst and operator speech before publishing historical mention rates.
Source records and coverage
- JPMorgan FY2025 Q4 ↗
2026-01-13 · Published PDF text extracted · speaker and role labels unreviewed
- JPMorgan FY2025 Q3 ↗
2025-10-14 · Published PDF text extracted · speaker and role labels unreviewed
- JPMorgan FY2025 Q2 ↗
2025-07-15 · Published PDF text extracted · speaker and role labels unreviewed
- JPMorgan FY2025 Q1 ↗
2025-04-11 · Published PDF text extracted · speaker and role labels unreviewed
Collection review: 2026-09-28. Source originals remain private.
Evidence manifest SHA-256: f3423e759e19ec785924c0ba2c79f56dc7a1621888dff5f5941d5347cea4990a
Speakers, programs and market families
Subject labels are discovery candidates from venue metadata. Exact speakers, replay rules, phrases and event windows still come from each selected contract. Written mentions, tone and duration need different research.
1,268 matching records · 481–504 · native series and individual events are labeled separately.
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Georgia speech?
1 event observed · partial history
20 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Georgia speech?12768
polymarket:event:12768
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during North Carolina speech?
1 event observed · partial history
18 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during North Carolina speech?12810
polymarket:event:12810
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Michigan town hall?
1 event observed · partial history
17 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Michigan town hall?12811
polymarket:event:12811
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Wisconsin speech?
1 event observed · partial history
21 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Wisconsin speech?12813
polymarket:event:12813
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Wisconsin speech?
1 event observed · partial history
19 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Wisconsin speech? 12935
polymarket:event:12935
- Polymarket · eventSpoken content
Donald Trump
What will Trump Say during Michigan rally?
1 event observed · partial history
21 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump Say during Michigan rally?13119
polymarket:event:13119
- Polymarket · eventSpoken content
Donald Trump
What will Trump Say during North Carolina town hall?
1 event observed · partial history
21 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump Say during North Carolina town hall?13148
polymarket:event:13148
- Polymarket · eventSpoken content
Donald Trump
What will Trump Say during Pennsylvania rally?
1 event observed · partial history
23 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump Say during Pennsylvania rally?13178
polymarket:event:13178
- Polymarket · eventSpoken content
Donald Trump
What will Trump say at Wisconsin rally?
1 event observed · partial history
17 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say at Wisconsin rally?13212
polymarket:event:13212
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Reading, Pennsylvania rally? (7 PM ET)
1 event observed · partial history
19 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Reading, Pennsylvania rally? (7 PM ET)13236
polymarket:event:13236
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Colorado rally?
1 event observed · partial history
22 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Colorado rally?13281
polymarket:event:13281
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during California rally?
1 event observed · partial history
20 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during California rally?13297
polymarket:event:13297
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Georgia speech?
1 event observed · partial history
17 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Georgia speech?13410
polymarket:event:13410
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during all female town hall?
1 event observed · partial history
17 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during all female town hall? 13432
polymarket:event:13432
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Univision town hall?
1 event observed · partial history
20 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Univision town hall?13438
polymarket:event:13438
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Detroit rally?
1 event observed · partial history
21 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Detroit rally?13467
polymarket:event:13467
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Pennsylvania rally?
1 event observed · partial history
18 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Pennsylvania rally?13488
polymarket:event:13488
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Pennsylvania town hall?
1 event observed · partial history
21 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Pennsylvania town hall?13526
polymarket:event:13526
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during North Carolina rally?
1 event observed · partial history
16 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during North Carolina rally?13538
polymarket:event:13538
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during North Carolina rally on Oct 22?
1 event observed · partial history
19 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during North Carolina rally on Oct 22?13541
polymarket:event:13541
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Georgia rally?
1 event observed · partial history
23 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Georgia rally?13543
polymarket:event:13543
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Las Vegas rally?
1 event observed · partial history
20 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Las Vegas rally?13677
polymarket:event:13677
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during New York rally?
1 event observed · partial history
20 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during New York rally?13683
polymarket:event:13683
- Polymarket · eventSpoken content
Donald Trump
What will Trump say during Rogan podcast?
1 event observed · partial history
25 observed contracts · 0 marked open by venue
Acquisition leads
Observed event examples
- What will Trump say during Rogan podcast?13699
polymarket:event:13699
Where the archive can grow
Source options span official records, publisher transcripts and licensed feeds. Interviews do not replace full game commentary; a weekly show does not represent a whole network. Source status describes acquisition readiness, not transcripts stored or probability quality.
GovInfo presidential documentsPublic discovery available
Keyless collection/year XML sitemaps identify packages and changes; existing reviewed WET editions use this source.
US presidents
- Inventory includes non-speech documents.
- Reviewed editions do not establish coverage of every presidential appearance.
- Does not cover all press-secretary briefings.
GovInfo congressional hearingsPublic discovery available
Collection/year sitemaps and the GovInfo API enumerate hearing packages, parts and errata.
Congress members · cabinet officials · hearing witnesses
- Official publication can lag hearings by two months to two years.
- Not every committee hearing is included.
- Prepared statements, exhibits and spoken Q&A require separate extraction.
GovInfo Congressional RecordPublic discovery available
Daily issue packages and their granules have stable identifiers, member metadata and HTML/PDF content.
US senators · US representatives
- Includes text inserted or appended by members; not every word was spoken.
- Daily publication can be delayed.
- Embedded copyrighted articles require separate treatment.
Federal Reserve press conferencesPublic discovery available
Meeting calendars link to press-conference pages and available published transcripts.
Fed chair
- A scheduled meeting or press-conference page does not prove a transcript is published.
- Keep different chairs and prepared remarks separate.
- Closed-door meeting transcripts are a different dataset.
Federal Reserve speeches and testimonySource identified
Official index links dated remarks and testimony by speaker.
Fed governors · Fed chair
- Prepared text may omit delivered variations and Q&A.
- Complete historical enumeration and collection are not verified.
White House published remarksSource identified
Paginated official category indexes provide discovered document links.
US president · US vice president · White House press secretary · White House guests
- Categories contain non-transcript statements and messages.
- A complete current press-secretary transcript feed is not verified.
- Do not infer transcript availability from a video listing.
American Presidency Project briefingsSource identified
University archive offers dated briefing pages and page-number pagination, including Karoline Leavitt.
White House press secretaries · US presidents · US vice presidents
- A curated mirror, not the official White House store.
- Inspected index ended at February 18, 2026; current completeness is unverified.
- Bulk retention and display terms require source-specific review.
State Department historical briefingsSource identified
Official archived index supplies paginated dated transcripts with speaker turns.
State Department spokespeople · US diplomats
- This archive is no longer updated.
- Current-administration acquisition is not verified.
CNN program transcriptsPublic discovery available
A bounded date-index collector retains source originals, revisions and extraction receipts privately. The September 21–27, 2026 partition contains 269 originals, including nine no-air placeholders.
CNN programs · CNN anchors · CNN interview guests
- Rush transcripts can change and contain quoted clips from other speakers.
- Segments must be reconciled before claiming a complete broadcast.
- Automated commercial retention/display permission is not verified.
ABC This Week transcriptsSource identified
Publisher archive links weekly transcript editions by date.
This Week hosts · This Week guests
- Covers This Week, not every ABC News program.
- Full archive completeness and automated retention/display terms are unverified.
CBS Face the Nation transcriptsSource identified
Publisher pages link full editions and interview excerpts.
Face the Nation hosts · Face the Nation guests
- Excerpts overlap full editions.
- Coverage and reuse need review.
NBC Meet the PressAccess unverified
Historical official transcript examples exist; a current complete transcript inventory has not been verified.
Meet the Press hosts · Meet the Press guests
- An old official example is not current collection coverage.
- Do not substitute third-party generated transcripts without separate provenance and review.
Fox News program transcriptsAccess unverified
Historical transcript examples and a Hannity transcript category exist.
Fox News hosts · Fox News guests
- Current complete transcript access and retention terms remain unverified.
Lex Fridman publisher transcriptsSource identified
The publisher episode index directly links transcripts with speakers and timestamp links.
Lex Fridman · Elon Musk · tech executives · podcast guests
- Generation method and errors must be recorded per transcript.
- Podcast interviews are not interchangeable with company earnings calls.
- Bulk retention/display permission is not verified.
Publisher podcast transcript feedsSource identified
The podcast:transcript RSS element links publisher text, HTML, VTT, SRT or JSON resources.
podcast hosts · podcast guests
- This is a discovery standard, not a universal feed or licensed corpus.
- A target feed must actually provide transcripts and permit the intended use.
- Feed history, speakers and completeness vary.
Tesla investor event archiveSource identified
Company archive identifies quarterly calls, webcast Q&A, decks and filings.
Elon Musk · Tesla management
- Full official transcripts were not verified.
- Filings and prepared materials are not substitutes for the complete spoken call.
- Approved audio transcription or a licensed transcript provider is still needed.
Microsoft official earnings transcriptsPublic discovery available
Official event metadata enumerates fiscal-quarter call pages with published prepared remarks and analyst Q&A. A bounded collector preserves original pages and section structure privately.
Microsoft management · Microsoft earnings-call participants
- Fiscal year and calendar call date are different fields.
- Publisher text has not been verified against complete recordings.
- Document terms restrict commercial reuse; no public transcript display or numeric cohort admission is enabled.
Alphabet official earnings transcriptsAccess unverified
Company event pages expose full published transcripts including analyst Q&A. Direct collector access returned HTTP 403; no blocked request was bypassed.
Alphabet management · Alphabet earnings-call participants
- Search-visible transcript pages do not establish a collected archive.
- Historical enumeration and automated access remain unresolved.
- Retention and public reuse rights are unreviewed.
Meta official earnings transcriptsSource identified
Official investor-relations pages link full call PDFs with management remarks, analyst Q&A and closing remarks.
Meta management · Meta earnings-call participants
- Follow-up calls are separate occasions.
- Corrections require revision tracking.
- Complete inventory, acquisition and source reuse are not yet verified.
NVIDIA investor transcript linksProvider integration needed
The company links a complete corrected call transcript carrying FactSet CallStreet copyright.
NVIDIA management · NVIDIA earnings-call participants
- Company hosting does not grant reuse rights.
- The call notice requires prior consent for reproduction or transcription.
- CFO commentary and Jensen interviews cannot substitute for the complete earnings call.
Amazon official earnings transcript leadsSource identified
An official company article links a historical full-call PDF with management remarks and analyst Q&A.
Amazon management · Amazon earnings-call participants
- Current transcript inventory remains unresolved.
- Recent topical articles are edited remarks, not full transcripts.
- Automated retention and public reuse are unreviewed.
Apple official earnings webcastsSource identified
The official call page provides a streaming conference call. A full first-party written transcript was not located in this check.
Apple management · Apple earnings-call participants
- Webcast availability does not mean a transcript is retained.
- Audio transcription, speaker review and reuse permission remain separate work.
- Earnings releases are not substitutes for spoken calls.
JPMorganChase official earnings transcriptsPublic discovery available
The official quarterly inventory supplies full-call PDF links. The four fiscal 2025 call originals have been retained privately; selected-year coverage is measured separately.
JPMorganChase management · JPMorganChase earnings-call participants
- Other fiscal years remain outside the acquired partition.
- Published PDF text has not been checked against the recording.
- Retention and public reuse rights remain unreviewed.
Citi official earnings transcriptsPublisher permission needed
The official inventory lists quarterly transcript PDFs. Acquisition is paused because the reviewed site terms restrict unauthorized automated scraping.
Citi management · Citi earnings-call participants
- Publisher permission or an authorized feed is needed before automated acquisition.
- No Citi call originals were acquired in this expansion.
- Repeated links must resolve to one call; copyright and public reuse remain separate review steps.
Quartr earnings and company eventsProvider integration needed
Commercial REST/webhook service offers company/event identifiers, live and backlog speaker-identified transcripts.
company executives · earnings-call participants
- No credentials, purchased licence or authenticated data tested.
- Historical coverage and rights to retain, derive analytics and display excerpts require the actual agreement.
- Live and corrected backlog transcripts must remain versioned.
ASAP Sports interview archiveSource identified
Vendor archive has sport, year, event and person indexes plus recent transcripts.
athletes · coaches · sports interviewers
- Press conferences and interviews do not cover full game commentary.
- Bulk storage/display rights and exact timestamp quality require review.
GDELT television news discoverySource identified
Caption-search API filters monitored stations, shows and time windows with JSON/CSV outputs.
monitored TV news programs
- Top matching clips are not an exhaustive corpus or negative denominator.
- Station coverage is discontinuous and captions can contain errors.
- News monitoring does not establish entertainment or sports coverage.
- Underlying full-transcript redistribution rights are separate.
TVEyes broadcast and podcast dataProvider integration needed
Commercial Page Feed API offers transcript pages and metadata from monitored media.
broadcast programs · podcast programs
- No credentials, purchased licence or authenticated data tested.
- Require exact channel/program inventories and long-term archive/derived analytics/display rights.
- Full sports broadcasts and announcer tracks are not verified by generic broadcast coverage.
UK Parliament HansardSource identified
Official sitting, debate and member indexes cover Commons and Lords contributions.
UK prime minister · UK MPs · UK peers
- Hansard edits repetitions and obvious errors; it is not a literal word-for-word recording.
- Written statements and corrections must be distinguished.
- The linked Parliament API does not by itself establish a current full-transcript endpoint.
ECB monetary-policy press conferencesSource identified
Official dated press-conference pages link monetary-policy statements with Q&A.
ECB president · ECB vice president
- Retain original language and separate translations.
- Verify each document includes Q&A and is available at the research cutoff.
- ECB attribution and its stated reuse exceptions apply.
United Nations transcriptsSource identified
Official transcript and noon-briefing pages identify dated meetings and briefings.
UN officials · UN spokespeople · UN meeting participants
- Complete pagination, current availability and bulk access are unverified.
- Near-verbatim text, translation and machine transcription require separate provenance.
- UN publication is not US-government public-domain status.
Inventory boundaries and provenance
- Series, event, contract and candidate subject counts are different units. This is a dated discovery inventory, not transcript coverage.
- Subjects and research targets are title/metadata candidates. They do not establish who counts, spoken versus written scope, occasion, phrase variants or settlement rules.
- A second distinct native event demonstrates observed recurrence; native one_off/custom labels alone do not.
- Kalshi event pagination can exhaust while historical nested markets remain absent. 3296 observed Kalshi events have no returned nested market array; affected contract inventories remain bounded. Contract counts cover only actual returned contracts, not all historical contracts.
- Overlapping event observations union the market IDs, native series memberships and tags actually returned. Later empty or omitted nested arrays do not erase earlier observations. Counts span the observation window; open state uses the last returned state of each observed contract and is not synchronized across the venue.
- No transcripts, full contract rules, speech rights, validated probabilities, forecasts or automatic publication are established by this census.
- Public API clocks and this machine clock may differ. Receipt timestamps are retained without correction.
- Selected mention-related tags only; untagged or differently tagged listings may be missing.
- Offset pagination is not a transactionally frozen snapshot. Native series may contain events outside these tags; per-series history stays bounded.
Kalshi: complete series catalog; 452 series histories checked; history status complete. Polymarket: complete for selected tags. Other venues have not been censused here.
Refresh completed 2026-09-28T21:06:14.962Z. Counts are observations from the displayed acquisition window, not a synchronized live snapshot.