Triple

T23236393
Position Surface form Disambiguated ID Type / Status
Subject Irving Shulman E581308 entity
Predicate wrote P2831 FINISHED
Object The Amboy Dukes (screenplay adaptation)
The Amboy Dukes (screenplay adaptation) is a film script by novelist and screenwriter Irving Shulman, based on his gritty 1947 novel about teenage street gangs in Brooklyn.
E1578935 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 Amboy Dukes (screenplay adaptation) | Statement: [Irving Shulman, wrote, The Amboy Dukes (screenplay adaptation)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Amboy Dukes (screenplay adaptation)
Context triple: [Irving Shulman, wrote, The Amboy Dukes (screenplay adaptation)]
  • A. Night Moves
    "Night Moves" is a 1976 rock album by Bob Seger & The Silver Bullet Band that became his commercial breakthrough and features the nostalgic title track often regarded as one of his signature songs.
  • B. Night Moves
    Night Moves is a 1975 neo-noir mystery film directed by Arthur Penn and starring Gene Hackman as a private detective drawn into a complex and morally ambiguous case.
  • C. Five Easy Pieces
    Five Easy Pieces is a 1970 American drama film starring Jack Nicholson, celebrated as a landmark of the New Hollywood era for its character-driven storytelling and portrayal of alienation.
  • D. The Kid from Red Bank
    "The Kid from Red Bank" is a high-energy jazz piano piece by Count Basie, celebrated as one of his signature tunes and a classic of the big band swing era.
  • E. The Late Great Johnny Ace
    "The Late Great Johnny Ace" is a reflective Paul Simon song that meditates on the deaths of cultural icons and the passage of time.
  • 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 Amboy Dukes (screenplay adaptation)
Triple: [Irving Shulman, wrote, The Amboy Dukes (screenplay adaptation)]
Generated description
The Amboy Dukes (screenplay adaptation) is a film script by novelist and screenwriter Irving Shulman, based on his gritty 1947 novel about teenage street gangs in Brooklyn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Amboy Dukes (screenplay adaptation)
Target entity description: The Amboy Dukes (screenplay adaptation) is a film script by novelist and screenwriter Irving Shulman, based on his gritty 1947 novel about teenage street gangs in Brooklyn.
  • A. Night Moves
    "Night Moves" is a 1976 rock album by Bob Seger & The Silver Bullet Band that became his commercial breakthrough and features the nostalgic title track often regarded as one of his signature songs.
  • B. Night Moves
    Night Moves is a 1975 neo-noir mystery film directed by Arthur Penn and starring Gene Hackman as a private detective drawn into a complex and morally ambiguous case.
  • C. Five Easy Pieces
    Five Easy Pieces is a 1970 American drama film starring Jack Nicholson, celebrated as a landmark of the New Hollywood era for its character-driven storytelling and portrayal of alienation.
  • D. The Kid from Red Bank
    "The Kid from Red Bank" is a high-energy jazz piano piece by Count Basie, celebrated as one of his signature tunes and a classic of the big band swing era.
  • E. The Late Great Johnny Ace
    "The Late Great Johnny Ace" is a reflective Paul Simon song that meditates on the deaths of cultural icons and the passage of time.
  • 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_69e2460556f88190be1744a84a84173f completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f192e98dec8190a23385600bed9ae0 completed April 29, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f5c2004819086c7e7c629e33b67 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c4028b44c8190bde6e2c76b5f1587 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4367753c8190a4f6dbf2afd12b76 completed May 19, 2026, 11:03 a.m.
Created at: April 17, 2026, 4:09 p.m.