Triple

T15960143
Position Surface form Disambiguated ID Type / Status
Subject Fred Friendly E387035 entity
Predicate notableWork P4 FINISHED
Object Public Broadcasting Service debates on public policy
Public Broadcasting Service debates on public policy were a series of influential televised discussions that examined major social and political issues in depth for an American public television audience.
E1186247 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Public Broadcasting Service debates on public policy | Statement: [Fred Friendly, notableWork, Public Broadcasting Service debates on public policy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Broadcasting Service debates on public policy
Context triple: [Fred Friendly, notableWork, Public Broadcasting Service debates on public policy]
  • A. Panel on Public Affairs
    The Panel on Public Affairs is a committee of the American Physical Society that analyzes and advises on public policy issues related to physics and the broader scientific community.
  • B. Foundation for Broadcast Culture
    The Foundation for Broadcast Culture is a South Korean public foundation that oversees and manages the cultural and public-interest mission of major broadcaster MBC.
  • C. American Public Media
    American Public Media is a major U.S. public radio producer and distributor known for creating and syndicating national programs to public radio stations across the country.
  • D. A Virtuous Circle: Political Communications in Postindustrial Societies
    A Virtuous Circle: Political Communications in Postindustrial Societies is a scholarly book by Pippa Norris that analyzes how modern media and political communication influence civic engagement and democratic participation in advanced industrial democracies.
  • E. Civic TV
    Civic TV is the sleazy, violence- and sex-obsessed Toronto cable station featured in David Cronenberg’s film "Videodrome," known for broadcasting extreme underground content.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Public Broadcasting Service debates on public policy
Triple: [Fred Friendly, notableWork, Public Broadcasting Service debates on public policy]
Generated description
Public Broadcasting Service debates on public policy were a series of influential televised discussions that examined major social and political issues in depth for an American public television audience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Broadcasting Service debates on public policy
Target entity description: Public Broadcasting Service debates on public policy were a series of influential televised discussions that examined major social and political issues in depth for an American public television audience.
  • A. Panel on Public Affairs
    The Panel on Public Affairs is a committee of the American Physical Society that analyzes and advises on public policy issues related to physics and the broader scientific community.
  • B. Foundation for Broadcast Culture
    The Foundation for Broadcast Culture is a South Korean public foundation that oversees and manages the cultural and public-interest mission of major broadcaster MBC.
  • C. American Public Media
    American Public Media is a major U.S. public radio producer and distributor known for creating and syndicating national programs to public radio stations across the country.
  • D. A Virtuous Circle: Political Communications in Postindustrial Societies
    A Virtuous Circle: Political Communications in Postindustrial Societies is a scholarly book by Pippa Norris that analyzes how modern media and political communication influence civic engagement and democratic participation in advanced industrial democracies.
  • E. Civic TV
    Civic TV is the sleazy, violence- and sex-obsessed Toronto cable station featured in David Cronenberg’s film "Videodrome," known for broadcasting extreme underground content.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156fe82d081908b5d41bc5a709de2 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe806ef4819095a4dfe104d0bdc8 completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfddd0348190baab794f613c71bf completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.