Triple

T9854566
Position Surface form Disambiguated ID Type / Status
Subject And the Band Played On E239551 entity
Predicate basedOnAuthor P2806 FINISHED
Object Randy Shilts
Randy Shilts was an American journalist and author known for his pioneering coverage of the AIDS crisis and LGBTQ issues, particularly through his influential book "And the Band Played On."
E825128 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: Randy Shilts | Statement: [And the Band Played On, basedOnAuthor, Randy Shilts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Shilts
Context triple: [And the Band Played On, basedOnAuthor, Randy Shilts]
  • A. Larry Kramer
    Larry Kramer was an American playwright, screenwriter, and outspoken AIDS activist best known for his searing works and advocacy that helped galvanize the gay rights and AIDS awareness movements.
  • B. Stanley Mann
    Stanley Mann was a British-born screenwriter known for his work on numerous films from the 1950s through the 1980s, including genre and adventure movies.
  • C. Michael Halperin
    Michael Halperin was a Zionist activist and early Jewish pioneer associated with the establishment of the city of Rehovot in what is now Israel.
  • D. Douglas Thomas
    Douglas Thomas is a scholar of media, technology, and learning, known for his work on digital culture and co-authoring influential books on how play and games shape education.
  • E. Glenn Dobbs
    Glenn Dobbs was an American football player and coach best known as a star quarterback at Tulsa and in the AAFC before later leading the University of Tulsa’s football program.
  • 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: Randy Shilts
Triple: [And the Band Played On, basedOnAuthor, Randy Shilts]
Generated description
Randy Shilts was an American journalist and author known for his pioneering coverage of the AIDS crisis and LGBTQ issues, particularly through his influential book "And the Band Played On."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Shilts
Target entity description: Randy Shilts was an American journalist and author known for his pioneering coverage of the AIDS crisis and LGBTQ issues, particularly through his influential book "And the Band Played On."
  • A. Larry Kramer
    Larry Kramer was an American playwright, screenwriter, and outspoken AIDS activist best known for his searing works and advocacy that helped galvanize the gay rights and AIDS awareness movements.
  • B. Stanley Mann
    Stanley Mann was a British-born screenwriter known for his work on numerous films from the 1950s through the 1980s, including genre and adventure movies.
  • C. Michael Halperin
    Michael Halperin was a Zionist activist and early Jewish pioneer associated with the establishment of the city of Rehovot in what is now Israel.
  • D. Douglas Thomas
    Douglas Thomas is a scholar of media, technology, and learning, known for his work on digital culture and co-authoring influential books on how play and games shape education.
  • E. Glenn Dobbs
    Glenn Dobbs was an American football player and coach best known as a star quarterback at Tulsa and in the AAFC before later leading the University of Tulsa’s football program.
  • 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_69ca84e4fdc08190a624425bcef98665 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3960fb481909c90d6d6cafc6222 completed April 2, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5f21a04819099f23ede55ec3417 completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d7a6a87c81908dcd79c776bb19a1 completed April 5, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69d1d82007088190ac372c67a6760e65 completed April 5, 2026, 3:33 a.m.
Created at: March 30, 2026, 8:34 p.m.