Triple

T2126955
Position Surface form Disambiguated ID Type / Status
Subject Jim Inhofe E46447 entity
Predicate spouse P13 FINISHED
Object Kay Kirkpatrick Inhofe
Kay Kirkpatrick Inhofe is the wife of the late U.S. Senator Jim Inhofe and a member of the prominent Oklahoma political family.
E241908 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: Kay Kirkpatrick Inhofe | Statement: [Jim Inhofe, spouse, Kay Kirkpatrick Inhofe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kay Kirkpatrick Inhofe
Context triple: [Jim Inhofe, spouse, Kay Kirkpatrick Inhofe]
  • A. Jim Inhofe
    Jim Inhofe is a conservative Republican politician from Oklahoma who served for decades in the U.S. Senate, where he was known for his leadership on defense issues and his skepticism of climate change.
  • B. Markwayne Mullin
    Markwayne Mullin is a Republican politician and former U.S. Representative from Oklahoma who now serves as a U.S. Senator for the state.
  • C. Jeff Cheney
    Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
  • D. Mike Johanns (as Governor of Nebraska)
    Mike Johanns is an American Republican politician who served as the 38th Governor of Nebraska before later becoming U.S. Secretary of Agriculture and a United States Senator.
  • E. Ben Sasse
    Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
  • 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: Kay Kirkpatrick Inhofe
Triple: [Jim Inhofe, spouse, Kay Kirkpatrick Inhofe]
Generated description
Kay Kirkpatrick Inhofe is the wife of the late U.S. Senator Jim Inhofe and a member of the prominent Oklahoma political family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kay Kirkpatrick Inhofe
Target entity description: Kay Kirkpatrick Inhofe is the wife of the late U.S. Senator Jim Inhofe and a member of the prominent Oklahoma political family.
  • A. Jim Inhofe
    Jim Inhofe is a conservative Republican politician from Oklahoma who served for decades in the U.S. Senate, where he was known for his leadership on defense issues and his skepticism of climate change.
  • B. Markwayne Mullin
    Markwayne Mullin is a Republican politician and former U.S. Representative from Oklahoma who now serves as a U.S. Senator for the state.
  • C. Jeff Cheney
    Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
  • D. Mike Johanns (as Governor of Nebraska)
    Mike Johanns is an American Republican politician who served as the 38th Governor of Nebraska before later becoming U.S. Secretary of Agriculture and a United States Senator.
  • E. Ben Sasse
    Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb59182081908470f9be97e272c8 completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d8e61d48190af0becdc5a040cd9 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e48eefc8190b459278860bb3217 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ec233788190a52dc1a135f7dfb9 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:44 p.m.