Triple

T18348496
Position Surface form Disambiguated ID Type / Status
Subject U.S. Term Limits, Inc. v. Thornton E439603 entity
Predicate defendant P2238 FINISHED
Object Ray Thornton
Ray Thornton was an Arkansas congressman and attorney who became known for his role in the landmark U.S. Supreme Court case U.S. Term Limits, Inc. v. Thornton, which addressed the constitutionality of state-imposed term limits on federal legislators.
 E1321688 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: Ray Thornton | Statement: [U.S. Term Limits, Inc. v. Thornton, defendant, Ray Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray Thornton
Context triple: [U.S. Term Limits, Inc. v. Thornton, defendant, Ray Thornton]
  • A. Bill Tarmey
    Bill Tarmey was an English actor and singer best known for playing Jack Duckworth in the long-running ITV soap opera Coronation Street.
  • B. Bill Van Gundy
    Bill Van Gundy is an American basketball coach best known as the father and early coaching influence of NBA coaches Stan and Jeff Van Gundy.
  • C. Del Harris
    Del Harris is an American basketball coach best known for his long NBA coaching career, including head coaching stints with the Houston Rockets, Milwaukee Bucks, and Los Angeles Lakers.
  • D. John Carls
    John Carls is an American film producer known for his work on family and inspirational films, including the biographical drama "Queen of Katwe."
  • E. Tuc Watkins
    Tuc Watkins is an American actor best known for his television roles in series such as Desperate Housewives and One Life to Live.
  • 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: Ray Thornton
Triple: [U.S. Term Limits, Inc. v. Thornton, defendant, Ray Thornton]
Generated description
Ray Thornton was an Arkansas congressman and attorney who became known for his role in the landmark U.S. Supreme Court case U.S. Term Limits, Inc. v. Thornton, which addressed the constitutionality of state-imposed term limits on federal legislators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray Thornton
Target entity description: Ray Thornton was an Arkansas congressman and attorney who became known for his role in the landmark U.S. Supreme Court case U.S. Term Limits, Inc. v. Thornton, which addressed the constitutionality of state-imposed term limits on federal legislators.
  • A. Bill Tarmey
    Bill Tarmey was an English actor and singer best known for playing Jack Duckworth in the long-running ITV soap opera Coronation Street.
  • B. Bill Van Gundy
    Bill Van Gundy is an American basketball coach best known as the father and early coaching influence of NBA coaches Stan and Jeff Van Gundy.
  • C. Del Harris
    Del Harris is an American basketball coach best known for his long NBA coaching career, including head coaching stints with the Houston Rockets, Milwaukee Bucks, and Los Angeles Lakers.
  • D. John Carls
    John Carls is an American film producer known for his work on family and inspirational films, including the biographical drama "Queen of Katwe."
  • E. Tuc Watkins
    Tuc Watkins is an American actor best known for his television roles in series such as Desperate Housewives and One Life to Live.
  • 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_69d8b9175fec8190af865699b4e64d8c completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e514f66a4c8190a0ba53d3b349178a completed April 19, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d77030188190ab2cdc913418a22b completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03da9119008190ad17b6d1710aefdb completed May 13, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03db690a3c8190a7cf459a16e3ed75 completed May 13, 2026, 2:01 a.m.
Created at: April 10, 2026, 10:37 a.m.