Triple

T13064157
Position Surface form Disambiguated ID Type / Status
Subject George Memmoli E329275 entity
Predicate notableWork P4 FINISHED
Object The Choirboys
The Choirboys is a 1977 darkly comic crime drama film about a group of Los Angeles police officers whose off-duty antics expose the cynicism and dysfunction within the force.
E1019034 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: The Choirboys | Statement: [George Memmoli, notableWork, The Choirboys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Choirboys
Context triple: [George Memmoli, notableWork, The Choirboys]
  • A. Dodsworth
    Dodsworth is a 1936 drama film, based on Sinclair Lewis's novel, that explores the disintegration of a wealthy American couple's marriage during a European trip.
  • B. Son of a Gun
    Son of a Gun is a 2014 Australian crime thriller film following a young inmate who becomes entangled in a high-stakes heist under the mentorship of a notorious criminal.
  • C. Jailbird
    "Jailbird" is a satirical novel by Kurt Vonnegut that blends political commentary and dark humor through the story of a minor figure caught up in the aftermath of the Watergate scandal.
  • D. Choir Boy
    Choir Boy is a coming-of-age novel by Charlie Jane Anders that follows a devoutly religious boy who considers hormone therapy to preserve his high singing voice, exploring themes of gender identity, faith, and adolescence.
  • E. Serpico
    Serpico is a 1973 crime drama film based on the true story of NYPD officer Frank Serpico, who exposed widespread police corruption.
  • 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: The Choirboys
Triple: [George Memmoli, notableWork, The Choirboys]
Generated description
The Choirboys is a 1977 darkly comic crime drama film about a group of Los Angeles police officers whose off-duty antics expose the cynicism and dysfunction within the force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Choirboys
Target entity description: The Choirboys is a 1977 darkly comic crime drama film about a group of Los Angeles police officers whose off-duty antics expose the cynicism and dysfunction within the force.
  • A. Dodsworth
    Dodsworth is a 1936 drama film, based on Sinclair Lewis's novel, that explores the disintegration of a wealthy American couple's marriage during a European trip.
  • B. Son of a Gun
    Son of a Gun is a 2014 Australian crime thriller film following a young inmate who becomes entangled in a high-stakes heist under the mentorship of a notorious criminal.
  • C. Jailbird
    "Jailbird" is a satirical novel by Kurt Vonnegut that blends political commentary and dark humor through the story of a minor figure caught up in the aftermath of the Watergate scandal.
  • D. Choir Boy
    Choir Boy is a coming-of-age novel by Charlie Jane Anders that follows a devoutly religious boy who considers hormone therapy to preserve his high singing voice, exploring themes of gender identity, faith, and adolescence.
  • E. Serpico
    Serpico is a 1973 crime drama film based on the true story of NYPD officer Frank Serpico, who exposed widespread police corruption.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e9bdfc81908eb90fb50597df64 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe630808190a9a3481127bbaa86 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:59 p.m.