Triple

T18040086
Position Surface form Disambiguated ID Type / Status
Subject Graham Broadbent E431626 entity
Predicate notableWork P4 FINISHED
Object The Debt Collector
The Debt Collector is a British crime film known for its gritty portrayal of a tough enforcer navigating the violent underworld of debt collection.
E1302575 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 Debt Collector | Statement: [Graham Broadbent, notableWork, The Debt Collector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Debt Collector
Context triple: [Graham Broadbent, notableWork, The Debt Collector]
  • A. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • B. The Debt
    The Debt is a work associated with Ben Davis, likely a book or significant publication reflecting his perspectives or expertise.
  • C. The Tax Collector
    The Tax Collector is a 2020 crime thriller film written and directed by David Ayer that follows a Los Angeles gangland “taxman” whose life is upended when a rival crime lord arrives.
  • D. The Defrauders
    The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
  • E. Debtera
    Debtera are traditionally trained lay religious specialists in the Eritrean (and broader Ethiopian) Orthodox tradition, known for their roles in liturgical music, church education, and various ritual and healing practices.
  • 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 Debt Collector
Triple: [Graham Broadbent, notableWork, The Debt Collector]
Generated description
The Debt Collector is a British crime film known for its gritty portrayal of a tough enforcer navigating the violent underworld of debt collection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Debt Collector
Target entity description: The Debt Collector is a British crime film known for its gritty portrayal of a tough enforcer navigating the violent underworld of debt collection.
  • A. The Debt
    The Debt is a work associated with Ben Davis, likely a book or significant publication reflecting his perspectives or expertise.
  • B. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • C. The Tax Collector
    The Tax Collector is a 2020 crime thriller film written and directed by David Ayer that follows a Los Angeles gangland “taxman” whose life is upended when a rival crime lord arrives.
  • D. The Defrauders
    The Defrauders is the English rendering of the title of Surah Al-Mutaffifin, a chapter of the Qur’an that condemns fraudulent dealings and moral corruption.
  • E. Debtera
    Debtera are traditionally trained lay religious specialists in the Eritrean (and broader Ethiopian) Orthodox tradition, known for their roles in liturgical music, church education, and various ritual and healing practices.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4bfece6448190b4ba96075715bcef completed April 19, 2026, 11:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349b60058819096666f889d05a9c5 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b0817408190817e4a3ee0003d57 completed May 12, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_6a034bdf5c808190ac329e663e220f1b completed May 12, 2026, 3:48 p.m.
Created at: April 10, 2026, 10:25 a.m.