Triple

T21377579
Position Surface form Disambiguated ID Type / Status
Subject Robert F. Colesberry E527251 entity
Predicate producerOf P490 FINISHED
Object After Hours
After Hours is a 1985 dark comedy film directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish night in New York City's SoHo neighborhood.
E614434 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 | Statement: [Robert F. Colesberry, producerOf, After Hours]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After Hours
Context triple: [Robert F. Colesberry, producerOf, After Hours]
  • A. After Hours
    After Hours is a 1985 dark comedy film directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish adventures during a single night in New York City.
  • B. After Hours
    "After Hours" is a classic jazz instrumental closely associated with trumpeter and bandleader Erskine Hawkins, known for its bluesy, late-night nightclub atmosphere.
  • C. After Hours
    "After Hours" is a track by A Tribe Called Quest from their influential debut hip-hop album "People’s Instinctive Travels and the Paths of Rhythm."
  • D. After Hours
    After Hours is a music album by singer-songwriter and producer Linda Perry, showcasing her distinctive blend of rock, pop, and introspective songwriting.
  • E. After Hours
    After Hours is a blues-rock album by Irish guitarist Gary Moore that showcases his return to traditional blues with soulful guitar work and guest appearances from notable blues artists.
  • 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
Triple: [Robert F. Colesberry, producerOf, After Hours]
Generated description
After Hours is a 1985 dark comedy film directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish night in New York City's SoHo neighborhood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After Hours
Target entity description: After Hours is a 1985 dark comedy film directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish night in New York City's SoHo neighborhood.
  • A. After Hours chosen
    After Hours is a 1985 dark comedy film directed by Martin Scorsese that follows a man's increasingly bizarre and nightmarish adventures during a single night in New York City.
  • B. After Hours
    After Hours is a critically acclaimed 2020 studio album by Canadian singer The Weeknd, known for its dark, cinematic blend of R&B, pop, and synthwave and hit singles like "Blinding Lights."
  • C. After Hours
    "After Hours" is a classic jazz instrumental closely associated with trumpeter and bandleader Erskine Hawkins, known for its bluesy, late-night nightclub atmosphere.
  • D. After Hours
    "After Hours" is a track by A Tribe Called Quest from their influential debut hip-hop album "People’s Instinctive Travels and the Paths of Rhythm."
  • E. After Hours
    After Hours is a blues-rock album by Irish guitarist Gary Moore that showcases his return to traditional blues with soulful guitar work and guest appearances from notable blues artists.
  • F. None of above.

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_69e0b51f363c8190944000ab5523b02b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b0c8768c8190ad7cddf5cd1d06f7 completed April 22, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb4267b08190afb8529b98edd76f completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea2b9788190b41d3da0b5f3329e completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bf3466848190b2a5793f5f51efd7 completed May 17, 2026, 1:14 p.m.
Created at: April 16, 2026, 5:11 p.m.