Triple

T1671912
Position Surface form Disambiguated ID Type / Status
Subject The Hill School E36143 entity
Predicate hasAlumnus P51 FINISHED
Object Oliver Stone
Oliver Stone is an American film director, screenwriter, and producer known for politically charged and controversial works such as "Platoon," "JFK," and "Born on the Fourth of July."
E190336 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: Oliver Stone | Statement: [The Hill School, hasAlumnus, Oliver Stone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oliver Stone
Context triple: [The Hill School, hasAlumnus, Oliver Stone]
  • A. Michael Mann
    Michael Mann is an American filmmaker renowned for his stylish, atmospheric crime dramas and thrillers such as "Heat," "Collateral," and "Manhunter."
  • B. José Padilha
    José Padilha is a Brazilian filmmaker best known internationally for directing the "Elite Squad" films and the 2014 "RoboCop" remake, as well as producing and directing episodes of the crime drama series "Narcos."
  • C. Curtis Hanson
    Curtis Hanson was an American filmmaker best known for his stylish, character-driven thrillers and dramas, including the acclaimed neo-noir crime film "L.A. Confidential."
  • D. Paul Haggis
    Paul Haggis is a Canadian screenwriter, producer, and director best known for writing and directing the Academy Award–winning film "Crash" and co-writing "Million Dollar Baby."
  • E. Jonathan Demme
    Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
  • 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: Oliver Stone
Triple: [The Hill School, hasAlumnus, Oliver Stone]
Generated description
Oliver Stone is an American film director, screenwriter, and producer known for politically charged and controversial works such as "Platoon," "JFK," and "Born on the Fourth of July."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oliver Stone
Target entity description: Oliver Stone is an American film director, screenwriter, and producer known for politically charged and controversial works such as "Platoon," "JFK," and "Born on the Fourth of July."
  • A. Michael Mann
    Michael Mann is an American filmmaker renowned for his stylish, atmospheric crime dramas and thrillers such as "Heat," "Collateral," and "Manhunter."
  • B. José Padilha
    José Padilha is a Brazilian filmmaker best known internationally for directing the "Elite Squad" films and the 2014 "RoboCop" remake, as well as producing and directing episodes of the crime drama series "Narcos."
  • C. Curtis Hanson
    Curtis Hanson was an American filmmaker best known for his stylish, character-driven thrillers and dramas, including the acclaimed neo-noir crime film "L.A. Confidential."
  • D. Paul Haggis
    Paul Haggis is a Canadian screenwriter, producer, and director best known for writing and directing the Academy Award–winning film "Crash" and co-writing "Million Dollar Baby."
  • E. Jonathan Demme
    Jonathan Demme was an American film director best known for his eclectic body of work, including the Oscar-winning thriller "The Silence of the Lambs" and acclaimed music documentaries like "Stop Making Sense."
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62439e48819084e46b2719cdac58 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad71b0cde08190a210cf387459e9ad completed March 8, 2026, 12:55 p.m.
NEDg Description generation batch_69ad73e42340819092ef5ee85e3f7b7f completed March 8, 2026, 1:04 p.m.
NED2 Entity disambiguation (via description) batch_69ad7464fe9c8190a98d8e98129c61c0 completed March 8, 2026, 1:06 p.m.
Created at: March 4, 2026, 7:29 p.m.