Triple

T9204943
Position Surface form Disambiguated ID Type / Status
Subject Robert Allan Ackerman E220949 entity
Predicate notableWork P4 FINISHED
Object Bent (stage production)
"Bent" is a powerful stage drama that explores the persecution of gay men in Nazi Germany, widely recognized for its emotional intensity and historical significance.
E784310 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: Bent (stage production) | Statement: [Robert Allan Ackerman, notableWork, Bent (stage production)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bent (stage production)
Context triple: [Robert Allan Ackerman, notableWork, Bent (stage production)]
  • A. Bent (TV series)
    Bent is a short-lived American romantic comedy television series that aired on NBC in 2012, following the relationship between a recently divorced lawyer and her charming contractor.
  • B. Bent
    Bent is an English electronic music duo known for their downtempo, chillout, and sample-heavy productions that gained prominence in the early 2000s.
  • C. Bent
    "Bent" is a hit rock ballad by Matchbox Twenty that became one of the band's most commercially successful and recognizable songs.
  • D. The Playhouse
    The Playhouse is a 1921 silent short comedy film directed by and starring Buster Keaton, famous for its groundbreaking multiple-exposure effects that show Keaton playing nearly every role on screen.
  • E. Shawbost
    Shawbost is a village on the west coast of the Isle of Lewis in Scotland’s Outer Hebrides, known for its Gaelic heritage and coastal scenery.
  • 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: Bent (stage production)
Triple: [Robert Allan Ackerman, notableWork, Bent (stage production)]
Generated description
"Bent" is a powerful stage drama that explores the persecution of gay men in Nazi Germany, widely recognized for its emotional intensity and historical significance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bent (stage production)
Target entity description: "Bent" is a powerful stage drama that explores the persecution of gay men in Nazi Germany, widely recognized for its emotional intensity and historical significance.
  • A. Bent (TV series)
    Bent is a short-lived American romantic comedy television series that aired on NBC in 2012, following the relationship between a recently divorced lawyer and her charming contractor.
  • B. Bent
    Bent is an English electronic music duo known for their downtempo, chillout, and sample-heavy productions that gained prominence in the early 2000s.
  • C. Bent
    "Bent" is a hit rock ballad by Matchbox Twenty that became one of the band's most commercially successful and recognizable songs.
  • D. The Playhouse
    The Playhouse is a 1921 silent short comedy film directed by and starring Buster Keaton, famous for its groundbreaking multiple-exposure effects that show Keaton playing nearly every role on screen.
  • E. Shawbost
    Shawbost is a village on the west coast of the Isle of Lewis in Scotland’s Outer Hebrides, known for its Gaelic heritage and coastal scenery.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd945f37881909f0d30eeb6a7a3ad completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c4e56208190a5b2749b81e467be completed April 4, 2026, 12:33 a.m.
NEDg Description generation batch_69d05d2e27a081909497f48f3b93b1fe completed April 4, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69d05df3687c8190b85baf1c4fee054a completed April 4, 2026, 12:40 a.m.
Created at: March 30, 2026, 7:26 p.m.