Triple

T8691099
Position Surface form Disambiguated ID Type / Status
Subject William Monahan E206289 entity
Predicate notableWork P4 FINISHED
Object The Gambler (2014 film)
The Gambler (2014 film) is a crime drama starring Mark Wahlberg as a literature professor with a dangerous gambling addiction, written by William Monahan and loosely based on the 1974 film of the same name.
 E750709 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 Gambler (2014 film) | Statement: [William Monahan, notableWork, The Gambler (2014 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Gambler (2014 film)
Context triple: [William Monahan, notableWork, The Gambler (2014 film)]
  • A. The Gambler (TV film series)
    The Gambler (TV film series) is a collection of American Western television films starring Kenny Rogers as professional gambler Brady Hawkes, blending frontier adventure with character-driven drama.
  • B. The Gambler
    The Gambler is a classic country song and album by Kenny Rogers that tells the story of life lessons learned from a seasoned card player, becoming one of his signature hits.
  • C. The Gambler
    The Gambler is a 1974 American drama film starring James Caan as a literature professor whose secret gambling addiction spirals out of control.
  • D. The Gambler
    The Gambler is a short novel by Fyodor Dostoevsky that explores obsession, addiction, and psychological turmoil through the story of a tutor ensnared by roulette and destructive love.
  • E. Casino
    Casino is a town in northern New South Wales, Australia, known as a regional service centre and gateway to the surrounding agricultural and beef-producing areas.
  • 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 Gambler (2014 film)
Triple: [William Monahan, notableWork, The Gambler (2014 film)]
Generated description
The Gambler (2014 film) is a crime drama starring Mark Wahlberg as a literature professor with a dangerous gambling addiction, written by William Monahan and loosely based on the 1974 film of the same name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Gambler (2014 film)
Target entity description: The Gambler (2014 film) is a crime drama starring Mark Wahlberg as a literature professor with a dangerous gambling addiction, written by William Monahan and loosely based on the 1974 film of the same name.
  • A. The Gambler (TV film series)
    The Gambler (TV film series) is a collection of American Western television films starring Kenny Rogers as professional gambler Brady Hawkes, blending frontier adventure with character-driven drama.
  • B. The Gambler
    The Gambler is a classic country song and album by Kenny Rogers that tells the story of life lessons learned from a seasoned card player, becoming one of his signature hits.
  • C. The Gambler
    The Gambler is a 1974 American drama film starring James Caan as a literature professor whose secret gambling addiction spirals out of control.
  • D. The Gambler
    The Gambler is a short novel by Fyodor Dostoevsky that explores obsession, addiction, and psychological turmoil through the story of a tutor ensnared by roulette and destructive love.
  • E. Casino
    Casino is a town in northern New South Wales, Australia, known as a regional service centre and gateway to the surrounding agricultural and beef-producing areas.
  • 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_69ca835481fc819084e33d3bc883bfa6 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5735ffdc819094126e2698f98511 completed March 31, 2026, 11:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3df73b88190b67138ee5129de8b completed April 2, 2026, 10:55 p.m.
NEDg Description generation batch_69cef52200788190a8173da1aaa4f681 completed April 2, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69cef6c109b08190bb29ce2747f3ccb7 completed April 2, 2026, 11:07 p.m.
Created at: March 30, 2026, 6:33 p.m.