Triple

T22781863
Position Surface form Disambiguated ID Type / Status
Subject STS-40 E563860 entity
Predicate crewMember P2094 FINISHED
Object Millie Hughes-Fulford
Millie Hughes-Fulford was an American astronaut and molecular biologist who became the first female payload specialist to fly in space, conducting biomedical experiments aboard the Space Shuttle.
E1553814 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: Millie Hughes-Fulford | Statement: [STS-40, crewMember, Millie Hughes-Fulford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millie Hughes-Fulford
Context triple: [STS-40, crewMember, Millie Hughes-Fulford]
  • A. Frances Neagley
    Frances Neagley is a highly skilled, fiercely loyal former U.S. Army MP and close ally of Jack Reacher who frequently assists him in investigations throughout Lee Child’s thriller series.
  • B. Marcia Lynne Bertrand
    Marcia Lynne Bertrand was an American actress and humanitarian best known as the mother of Angelina Jolie and for her advocacy work, including co-founding the All Tribes Foundation.
  • C. Helene Hadfield
    Helene Hadfield is the wife of Canadian astronaut Chris Hadfield and is known for her role in supporting his space career and public outreach.
  • D. Claire Merritt Hodgson
    Claire Merritt Hodgson was an American actress and model best known as the second wife of baseball legend Babe Ruth and a prominent figure in his later life and legacy.
  • E. Linda Bloodworth-Thomason
    Linda Bloodworth-Thomason is an American television writer and producer best known for creating the hit sitcom "Designing Women" and other character-driven comedy series.
  • 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: Millie Hughes-Fulford
Triple: [STS-40, crewMember, Millie Hughes-Fulford]
Generated description
Millie Hughes-Fulford was an American astronaut and molecular biologist who became the first female payload specialist to fly in space, conducting biomedical experiments aboard the Space Shuttle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millie Hughes-Fulford
Target entity description: Millie Hughes-Fulford was an American astronaut and molecular biologist who became the first female payload specialist to fly in space, conducting biomedical experiments aboard the Space Shuttle.
  • A. Frances Neagley
    Frances Neagley is a highly skilled, fiercely loyal former U.S. Army MP and close ally of Jack Reacher who frequently assists him in investigations throughout Lee Child’s thriller series.
  • B. Marcia Lynne Bertrand
    Marcia Lynne Bertrand was an American actress and humanitarian best known as the mother of Angelina Jolie and for her advocacy work, including co-founding the All Tribes Foundation.
  • C. Helene Hadfield
    Helene Hadfield is the wife of Canadian astronaut Chris Hadfield and is known for her role in supporting his space career and public outreach.
  • D. Claire Merritt Hodgson
    Claire Merritt Hodgson was an American actress and model best known as the second wife of baseball legend Babe Ruth and a prominent figure in his later life and legacy.
  • E. Linda Bloodworth-Thomason
    Linda Bloodworth-Thomason is an American television writer and producer best known for creating the hit sitcom "Designing Women" and other character-driven comedy series.
  • 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17c2dd250819093a5c49806916ec4 completed April 29, 2026, 3:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b98291e208190be3e92b57cf2fccd completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b992ef5d0819081957a9633260400 completed May 18, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9a1129c8819084163353accc7e14 completed May 18, 2026, 11 p.m.
Created at: April 17, 2026, 3:28 p.m.