Triple

T8842820
Position Surface form Disambiguated ID Type / Status
Subject The Normal Heart E210429 entity
Predicate author P4 FINISHED
Object 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.
E761024 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: Larry Kramer | Statement: [The Normal Heart, author, Larry Kramer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Larry Kramer
Context triple: [The Normal Heart, author, Larry Kramer]
  • A. 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.
  • B. Geoffrey Hellman
    Geoffrey Hellman is an American philosopher known for his work in the philosophy of mathematics and modal structuralism.
  • C. Harvey Fierstein
    Harvey Fierstein is an American actor, playwright, and LGBT activist known for his distinctive gravelly voice and influential works in theater and film.
  • D. 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.
  • E. Donald Kushner
    Donald Kushner is an American film producer best known for producing the groundbreaking science-fiction film "Tron" (1982).
  • 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: Larry Kramer
Triple: [The Normal Heart, author, Larry Kramer]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Larry Kramer
Target entity description: 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.
  • A. 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.
  • B. Geoffrey Hellman
    Geoffrey Hellman is an American philosopher known for his work in the philosophy of mathematics and modal structuralism.
  • C. Harvey Fierstein
    Harvey Fierstein is an American actor, playwright, and LGBT activist known for his distinctive gravelly voice and influential works in theater and film.
  • D. 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.
  • E. Donald Kushner
    Donald Kushner is an American film producer best known for producing the groundbreaking science-fiction film "Tron" (1982).
  • 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_69ca838967bc8190b46c3c80a2887ea4 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc608946cc8190bed3c340ba303b9c completed April 1, 2026, 12:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89a41a2c8190b69e5a1b157f9325 completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8b6d7a008190ae02f525b903619b completed April 3, 2026, 9:42 a.m.
NED2 Entity disambiguation (via description) batch_69cf8be7fa488190a5eb6d3f26718e46 completed April 3, 2026, 9:44 a.m.
Created at: March 30, 2026, 6:48 p.m.