Triple

T173223
Position Surface form Disambiguated ID Type / Status
Subject The Tender Trap E3521 entity
Predicate basedOnWorkAuthor P2806 FINISHED
Object Max Shulman
Max Shulman was an American writer and humorist best known for his satirical novels, short stories, and contributions to mid-20th-century popular culture in print and on screen.
E27320 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: Max Shulman | Statement: [The Tender Trap, basedOnWorkAuthor, Max Shulman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Max Shulman
Context triple: [The Tender Trap, basedOnWorkAuthor, Max Shulman]
  • A. Moss Hart
    Moss Hart was a prominent American playwright and director best known for his Broadway collaborations with George S. Kaufman and his influential contributions to mid-20th-century theater and film.
  • B. Frank Mankiewicz
    Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
  • C. Julius J. Epstein
    Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
  • D. Norman Lear
    Norman Lear was an influential American television writer and producer best known for creating groundbreaking sitcoms such as "All in the Family," "The Jeffersons," and "Good Times."
  • E. Billy Wilder
    Billy Wilder was an influential Austrian-American filmmaker renowned for his sharp wit and mastery of both comedy and drama in classic films such as "Sunset Boulevard," "Some Like It Hot," and "The Apartment."
  • 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: Max Shulman
Triple: [The Tender Trap, basedOnWorkAuthor, Max Shulman]
Generated description
Max Shulman was an American writer and humorist best known for his satirical novels, short stories, and contributions to mid-20th-century popular culture in print and on screen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Max Shulman
Target entity description: Max Shulman was an American writer and humorist best known for his satirical novels, short stories, and contributions to mid-20th-century popular culture in print and on screen.
  • A. Moss Hart
    Moss Hart was a prominent American playwright and director best known for his Broadway collaborations with George S. Kaufman and his influential contributions to mid-20th-century theater and film.
  • B. Frank Mankiewicz
    Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
  • C. Julius J. Epstein
    Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
  • D. Norman Lear
    Norman Lear was an influential American television writer and producer best known for creating groundbreaking sitcoms such as "All in the Family," "The Jeffersons," and "Good Times."
  • E. Billy Wilder
    Billy Wilder was an influential Austrian-American filmmaker renowned for his sharp wit and mastery of both comedy and drama in classic films such as "Sunset Boulevard," "Some Like It Hot," and "The Apartment."
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a25bafd5808190a0a0cb2b21ce007f completed Feb. 28, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69a338e55004819096a8cc1bfec7a225 completed Feb. 28, 2026, 6:50 p.m.
NEDg Description generation batch_69a33cc26d94819091e6d73074babedb completed Feb. 28, 2026, 7:06 p.m.
NED2 Entity disambiguation (via description) batch_69a33d2fa67081909b9f88606b18ba93 completed Feb. 28, 2026, 7:08 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.