Triple

T15483164
Position Surface form Disambiguated ID Type / Status
Subject Stuart Cornfeld E376972 entity
Predicate notableWork P4 FINISHED
Object After Hours (1985 film)
After Hours (1985 film) is a dark comedy directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish misadventures during a single night in New York City.
E1158532 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: After Hours (1985 film) | Statement: [Stuart Cornfeld, notableWork, After Hours (1985 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After Hours (1985 film)
Context triple: [Stuart Cornfeld, notableWork, After Hours (1985 film)]
  • A. 48 Hrs.
    48 Hrs. is a 1982 action-comedy film that helped launch Eddie Murphy’s movie career, pairing him with Nick Nolte as an unlikely duo tracking down criminals over a two-day span.
  • B. Another 48 Hrs.
    Another 48 Hrs. is a 1990 action-comedy film that reunites Eddie Murphy and Nick Nolte as an unlikely cop-convict duo on a new high-stakes case.
  • C. Dog Day Afternoon
    Dog Day Afternoon is a 1975 New Hollywood crime drama film directed by Sidney Lumet, starring Al Pacino as a desperate bank robber in a story based on a real-life hostage situation.
  • D. Gente della notte
    Gente della notte is a work by Italian fascist politician and writer Alessandro Pavolini, reflecting his literary output alongside his political career.
  • E. 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.
  • 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: After Hours (1985 film)
Triple: [Stuart Cornfeld, notableWork, After Hours (1985 film)]
Generated description
After Hours (1985 film) is a dark comedy directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish misadventures during a single night in New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After Hours (1985 film)
Target entity description: After Hours (1985 film) is a dark comedy directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish misadventures during a single night in New York City.
  • A. 48 Hrs.
    48 Hrs. is a 1982 action-comedy film that helped launch Eddie Murphy’s movie career, pairing him with Nick Nolte as an unlikely duo tracking down criminals over a two-day span.
  • B. Another 48 Hrs.
    Another 48 Hrs. is a 1990 action-comedy film that reunites Eddie Murphy and Nick Nolte as an unlikely cop-convict duo on a new high-stakes case.
  • C. Dog Day Afternoon
    Dog Day Afternoon is a 1975 New Hollywood crime drama film directed by Sidney Lumet, starring Al Pacino as a desperate bank robber in a story based on a real-life hostage situation.
  • D. Gente della notte
    Gente della notte is a work by Italian fascist politician and writer Alessandro Pavolini, reflecting his literary output alongside his political career.
  • E. 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.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8e6ff08190b130b3a38f4190e7 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d0f4e648190b9cd9b1464209224 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2de2d82c819085d903a538313e70 completed May 9, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff2ea08ad08190b3ecf29bfe7a809a completed May 9, 2026, 12:54 p.m.
Created at: April 10, 2026, 3:42 a.m.