Triple

T10038247
Position Surface form Disambiguated ID Type / Status
Subject Katherine Johnson E205226 entity
Predicate spouse P13 FINISHED
Object James A. Johnson
James A. Johnson was the husband of pioneering NASA mathematician Katherine Johnson, supporting her career during the civil rights era and the space race.
E848529 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 A. Johnson | Statement: [Katherine Johnson, spouse, James A. Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James A. Johnson
Context triple: [Katherine Johnson, spouse, James A. Johnson]
  • A. John F. Johnson
    John F. Johnson is an individual known primarily in this context as the husband of Diane Johnson.
  • B. Joseph MacMillan Johnson
    Joseph MacMillan Johnson was a Hollywood art director and production designer best known for his work on classic films such as Alfred Hitchcock’s "Rear Window."
  • C. Allan Blakeney Johnson
    Allan Blakeney Johnson was a prominent Canadian politician and public servant, best known for serving as premier of Saskatchewan and for his influential contributions to public policy and governance.
  • D. Leroy S. Johnson
    Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
  • E. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • 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 A. Johnson
Triple: [Katherine Johnson, spouse, James A. Johnson]
Generated description
James A. Johnson was the husband of pioneering NASA mathematician Katherine Johnson, supporting her career during the civil rights era and the space race.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James A. Johnson
Target entity description: James A. Johnson was the husband of pioneering NASA mathematician Katherine Johnson, supporting her career during the civil rights era and the space race.
  • A. John F. Johnson
    John F. Johnson is an individual known primarily in this context as the husband of Diane Johnson.
  • B. Joseph MacMillan Johnson
    Joseph MacMillan Johnson was a Hollywood art director and production designer best known for his work on classic films such as Alfred Hitchcock’s "Rear Window."
  • C. Allan Blakeney Johnson
    Allan Blakeney Johnson was a prominent Canadian politician and public servant, best known for serving as premier of Saskatchewan and for his influential contributions to public policy and governance.
  • D. Leroy S. Johnson
    Leroy S. Johnson was a prominent Mormon fundamentalist leader who guided the Fundamentalist Church of Jesus Christ of Latter-Day Saints through much of the mid-20th century.
  • E. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcee04afc8190904704d66e23a432 completed April 2, 2026, 2:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69d3697d5b008190b274a086172c7a7d completed April 6, 2026, 8:06 a.m.
NEDg Description generation batch_69d37540b60c8190a52b03c57b4e3708 completed April 6, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69d3763948188190a47f48076fc767cb completed April 6, 2026, 9 a.m.
Created at: March 30, 2026, 8:55 p.m.