Triple

T16128800
Position Surface form Disambiguated ID Type / Status
Subject North Wiltshire E391339 entity
Predicate representedBy P1748 FINISHED
Object James Gray
James Gray is a British Conservative Party politician who has served as the Member of Parliament for the North Wiltshire constituency.
E1198425 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: James Gray | Statement: [North Wiltshire, representedBy, James Gray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Gray
Context triple: [North Wiltshire, representedBy, James Gray]
  • A. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • B. Paul Thomas Anderson
    Paul Thomas Anderson is an acclaimed American filmmaker known for his character-driven, stylistically distinctive films such as "Boogie Nights," "Magnolia," and "There Will Be Blood."
  • C. Martin Arjovsky
    Martin Arjovsky is a machine learning researcher best known for introducing the Wasserstein GAN, a generative adversarial network variant that improves training stability and sample quality.
  • D. George Roy Hill
    George Roy Hill was an American film director best known for helming acclaimed classics such as "Butch Cassidy and the Sundance Kid" and "The Sting."
  • E. Oren Moverman
    Oren Moverman is an Israeli-American screenwriter and director known for his work on acclaimed films such as "I'm Not There," "The Messenger," and "Rampart."
  • 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: James Gray
Triple: [North Wiltshire, representedBy, James Gray]
Generated description
James Gray is a British Conservative Party politician who has served as the Member of Parliament for the North Wiltshire constituency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Gray
Target entity description: James Gray is a British Conservative Party politician who has served as the Member of Parliament for the North Wiltshire constituency.
  • A. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • B. Paul Thomas Anderson
    Paul Thomas Anderson is an acclaimed American filmmaker known for his character-driven, stylistically distinctive films such as "Boogie Nights," "Magnolia," and "There Will Be Blood."
  • C. Martin Arjovsky
    Martin Arjovsky is a machine learning researcher best known for introducing the Wasserstein GAN, a generative adversarial network variant that improves training stability and sample quality.
  • D. George Roy Hill
    George Roy Hill was an American film director best known for helming acclaimed classics such as "Butch Cassidy and the Sundance Kid" and "The Sting."
  • E. Oren Moverman
    Oren Moverman is an Israeli-American screenwriter and director known for his work on acclaimed films such as "I'm Not There," "The Messenger," and "Rampart."
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e20206a6f08190aa648d2bb11e7878 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a0ed9c8190a10fa88ee94811cb completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fffba882d48190a32cd60115310231 completed May 10, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69fffc17a21881908744b0a70a808df2 completed May 10, 2026, 3:31 a.m.
Created at: April 10, 2026, 5:01 a.m.