Triple

T14177659
Position Surface form Disambiguated ID Type / Status
Subject The Cooler E351373 entity
Predicate mainCharacter P1183 FINISHED
Object Bernie Lootz
Bernie Lootz is a chronically unlucky casino employee whose misfortune is exploited to "cool" winning gamblers in the film *The Cooler*.
E1098269 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: Bernie Lootz | Statement: [The Cooler, mainCharacter, Bernie Lootz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernie Lootz
Context triple: [The Cooler, mainCharacter, Bernie Lootz]
  • A. Dirk Brouwer
    Dirk Brouwer was a prominent Dutch-American astronomer and celestial mechanician known for his influential work on the orbits of planets and asteroids and for leading Yale University's astronomy program.
  • B. Rudy Kousbroek
    Rudy Kousbroek was a Dutch essayist and columnist known for his rationalist, skeptical writings on culture, language, and science.
  • C. Elco Brinkman
    Elco Brinkman is a Dutch politician best known for his long-standing leadership role within the Christian Democratic Appeal (CDA) and his influence on the Netherlands’ center-right political landscape.
  • D. Fred J. Koenekamp
    Fred J. Koenekamp was an American cinematographer renowned for his work on major films of the 1970s and 1980s, earning an Academy Award and multiple nominations for his visually striking photography.
  • E. Gerard Houckgeest
    Gerard Houckgeest was a Dutch Golden Age painter renowned for his innovative church interior scenes and architectural perspectives, particularly associated with Delft.
  • 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: Bernie Lootz
Triple: [The Cooler, mainCharacter, Bernie Lootz]
Generated description
Bernie Lootz is a chronically unlucky casino employee whose misfortune is exploited to "cool" winning gamblers in the film *The Cooler*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernie Lootz
Target entity description: Bernie Lootz is a chronically unlucky casino employee whose misfortune is exploited to "cool" winning gamblers in the film *The Cooler*.
  • A. Dirk Brouwer
    Dirk Brouwer was a prominent Dutch-American astronomer and celestial mechanician known for his influential work on the orbits of planets and asteroids and for leading Yale University's astronomy program.
  • B. Rudy Kousbroek
    Rudy Kousbroek was a Dutch essayist and columnist known for his rationalist, skeptical writings on culture, language, and science.
  • C. Elco Brinkman
    Elco Brinkman is a Dutch politician best known for his long-standing leadership role within the Christian Democratic Appeal (CDA) and his influence on the Netherlands’ center-right political landscape.
  • D. Fred J. Koenekamp
    Fred J. Koenekamp was an American cinematographer renowned for his work on major films of the 1970s and 1980s, earning an Academy Award and multiple nominations for his visually striking photography.
  • E. Gerard Houckgeest
    Gerard Houckgeest was a Dutch Golden Age painter renowned for his innovative church interior scenes and architectural perspectives, particularly associated with Delft.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61c76e8081909994b95b631100e9 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd54fe6b048190a16695af6e269e86 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5658f6c081908ab936c8a596f0d5 completed May 8, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_69fd56c0821c8190bcd56754575671cb completed May 8, 2026, 3:21 a.m.
Created at: April 10, 2026, 1:02 a.m.