Triple

T5727705
Position Surface form Disambiguated ID Type / Status
Subject Ben Foster E126305 entity
Predicate notableWork P4 FINISHED
Object The Contractor
The Contractor is an action-thriller film starring Ben Foster as a discharged Special Forces sergeant who joins a private military operation that quickly goes wrong.
E542198 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 Contractor | Statement: [Ben Foster, notableWork, The Contractor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Contractor
Context triple: [Ben Foster, notableWork, The Contractor]
  • A. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • B. El hacedor
    El hacedor is a 1960 collection of short prose pieces and poems by Jorge Luis Borges that explores themes of time, identity, and the nature of authorship in his characteristically metafictional style.
  • C. The Demolitionist
    The Demolitionist is a 1995 low-budget sci-fi action-horror film about a murdered female cop resurrected as a cybernetic vigilante, directed by special effects artist Robert Kurtzman.
  • D. The Builders
    The Builders is a modernist painting by French artist Fernand Léger that depicts construction workers amid geometric forms, celebrating industrialization and urban life.
  • E. The Builders
    "The Builders" is a classic episode of the British sitcom Fawlty Towers in which a disastrously cheap construction job wreaks havoc on Basil Fawlty's hotel.
  • 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 Contractor
Triple: [Ben Foster, notableWork, The Contractor]
Generated description
The Contractor is an action-thriller film starring Ben Foster as a discharged Special Forces sergeant who joins a private military operation that quickly goes wrong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Contractor
Target entity description: The Contractor is an action-thriller film starring Ben Foster as a discharged Special Forces sergeant who joins a private military operation that quickly goes wrong.
  • A. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • B. El hacedor
    El hacedor is a 1960 collection of short prose pieces and poems by Jorge Luis Borges that explores themes of time, identity, and the nature of authorship in his characteristically metafictional style.
  • C. The Demolitionist
    The Demolitionist is a 1995 low-budget sci-fi action-horror film about a murdered female cop resurrected as a cybernetic vigilante, directed by special effects artist Robert Kurtzman.
  • D. The Builders
    The Builders is a modernist painting by French artist Fernand Léger that depicts construction workers amid geometric forms, celebrating industrialization and urban life.
  • E. The Builders
    "The Builders" is a classic episode of the British sitcom Fawlty Towers in which a disastrously cheap construction job wreaks havoc on Basil Fawlty's hotel.
  • 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_69c0082f723881908ce8bb13a0c0f8b7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0250c0ca081909340abae204cc226 completed March 22, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a8a1d08819080f071eb22db54d3 completed March 22, 2026, 9:09 p.m.
NEDg Description generation batch_69c05e02edc48190938613946f19df01 completed March 22, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c0621308588190a0d7a86bb804134d completed March 22, 2026, 9:41 p.m.
Created at: March 22, 2026, 3:47 p.m.