Triple

T15611121
Position Surface form Disambiguated ID Type / Status
Subject Harold Schuster E375292 entity
Predicate notableWork P4 FINISHED
Object Loophole
Loophole is a 1954 American film noir crime drama directed by Harold Schuster, centered on a bank teller wrongly accused of embezzlement.
E1167051 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: Loophole | Statement: [Harold Schuster, notableWork, Loophole]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loophole
Context triple: [Harold Schuster, notableWork, Loophole]
  • A. J. Cheever Loophole
    J. Cheever Loophole is a fast-talking lawyer character played by Groucho Marx in the Marx Brothers film "At the Circus."
  • B. Lucky Thirteen
    Lucky Thirteen is a studio album by Neil Young, released in 1993 as a compilation of tracks spanning his late 1980s to early 1990s work with Geffen Records.
  • C. Booby Trap
    "Booby Trap" is an episode of Star Trek: The Next Generation in which the crew of the Enterprise-D becomes ensnared in an ancient energy-draining trap while Geordi La Forge works with a holographic recreation of the ship’s designer to find a way out.
  • D. The Leak
    "The Leak" is a hip-hop track by American rapper Lil Twist that showcases his early style and helped build his reputation in the rap scene.
  • E. The Hole
    The Hole is a 2001 British psychological horror-thriller film about a group of private school students who become trapped in an underground bunker.
  • 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: Loophole
Triple: [Harold Schuster, notableWork, Loophole]
Generated description
Loophole is a 1954 American film noir crime drama directed by Harold Schuster, centered on a bank teller wrongly accused of embezzlement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loophole
Target entity description: Loophole is a 1954 American film noir crime drama directed by Harold Schuster, centered on a bank teller wrongly accused of embezzlement.
  • A. J. Cheever Loophole
    J. Cheever Loophole is a fast-talking lawyer character played by Groucho Marx in the Marx Brothers film "At the Circus."
  • B. Lucky Thirteen
    Lucky Thirteen is a studio album by Neil Young, released in 1993 as a compilation of tracks spanning his late 1980s to early 1990s work with Geffen Records.
  • C. Booby Trap
    "Booby Trap" is an episode of Star Trek: The Next Generation in which the crew of the Enterprise-D becomes ensnared in an ancient energy-draining trap while Geordi La Forge works with a holographic recreation of the ship’s designer to find a way out.
  • D. The Leak
    "The Leak" is a hip-hop track by American rapper Lil Twist that showcases his early style and helped build his reputation in the rap scene.
  • E. The Hole
    The Hole is a 2001 British psychological horror-thriller film about a group of private school students who become trapped in an underground bunker.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d76c108190aa3cae2d7e17c301 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 4:13 a.m.