Triple

T8856943
Position Surface form Disambiguated ID Type / Status
Subject Christopher C. Kraft Jr. E210779 entity
Predicate spouse P13 FINISHED
Object Betty Anne Turnbull Kraft
Betty Anne Turnbull Kraft was the wife of pioneering NASA flight director Christopher C. Kraft Jr.
E806233 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: Betty Anne Turnbull Kraft | Statement: [Christopher C. Kraft Jr., spouse, Betty Anne Turnbull Kraft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Betty Anne Turnbull Kraft
Context triple: [Christopher C. Kraft Jr., spouse, Betty Anne Turnbull Kraft]
  • A. Dottie Metcalf-Lindenburger
    Dottie Metcalf-Lindenburger is a former NASA astronaut and geologist who flew on the Space Shuttle Discovery and was one of the first educators selected as a mission specialist.
  • B. Susan Kay Johnson
    Susan Kay Johnson is the founder of Tucson’s All Souls Procession, a large community arts event honoring the dead through performance, ritual, and public procession.
  • C. Susan Borman
    Susan Borman was the wife of Apollo 8 astronaut Frank Borman and a prominent figure among the early NASA astronaut wives, known for her role in supporting her husband’s career and coping with the stresses of the space program.
  • D. Kathleen Treado
    Kathleen Treado is the longtime wife of actor Jeff Daniels, known for her low-profile life and support of his career and their shared community and theater work in Michigan.
  • E. Jane Burnham
    Jane Burnham is the disaffected teenage daughter in the film "American Beauty," whose strained family relationships and search for identity reflect the movie’s critique of suburban life.
  • 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: Betty Anne Turnbull Kraft
Triple: [Christopher C. Kraft Jr., spouse, Betty Anne Turnbull Kraft]
Generated description
Betty Anne Turnbull Kraft was the wife of pioneering NASA flight director Christopher C. Kraft Jr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Betty Anne Turnbull Kraft
Target entity description: Betty Anne Turnbull Kraft was the wife of pioneering NASA flight director Christopher C. Kraft Jr.
  • A. Dottie Metcalf-Lindenburger
    Dottie Metcalf-Lindenburger is a former NASA astronaut and geologist who flew on the Space Shuttle Discovery and was one of the first educators selected as a mission specialist.
  • B. Susan Kay Johnson
    Susan Kay Johnson is the founder of Tucson’s All Souls Procession, a large community arts event honoring the dead through performance, ritual, and public procession.
  • C. Susan Borman
    Susan Borman was the wife of Apollo 8 astronaut Frank Borman and a prominent figure among the early NASA astronaut wives, known for her role in supporting her husband’s career and coping with the stresses of the space program.
  • D. Kathleen Treado
    Kathleen Treado is the longtime wife of actor Jeff Daniels, known for her low-profile life and support of his career and their shared community and theater work in Michigan.
  • E. Jane Burnham
    Jane Burnham is the disaffected teenage daughter in the film "American Beauty," whose strained family relationships and search for identity reflect the movie’s critique of suburban life.
  • 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_69ca838bbddc8190ab546d737e5d350f completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60e259248190abd334bbfcdcb955 completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69d14bb716cc819096a1e02e61db2e69 completed April 4, 2026, 5:34 p.m.
NEDg Description generation batch_69d14f8eb6b08190b90d1b709f562d4e completed April 4, 2026, 5:51 p.m.
NED2 Entity disambiguation (via description) batch_69d14fde5acc81909555bde89db8f451 completed April 4, 2026, 5:52 p.m.
Created at: March 30, 2026, 6:50 p.m.