Triple

T11683801
Position Surface form Disambiguated ID Type / Status
Subject STS-81 E277685 entity
Predicate missionSpecialist P21471 FINISHED
Object John Blaha
John Blaha is a retired NASA astronaut and former U.S. Air Force colonel who flew on multiple Space Shuttle missions and spent time aboard the Mir space station.
 E944126 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: John Blaha | Statement: [STS-81, missionSpecialist, John Blaha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Blaha
Context triple: [STS-81, missionSpecialist, John Blaha]
  • A. Michael Blaha
    Michael Blaha is a computer scientist and software engineer known for his pioneering work in object-oriented modeling and database design, including co-developing the Object Modeling Technique (OMT).
  • B. John Sikela
    John Sikela was a Golden Age comic book artist best known for his work on early Superman stories for DC Comics.
  • C. William Prochnau
    William Prochnau was an American journalist and author known for his in-depth reporting on war correspondents and international conflicts, several of whose works were adapted for film.
  • D. Jon Bosak
    Jon Bosak is a computer scientist best known for leading the original XML specification effort at the World Wide Web Consortium (W3C), which helped standardize data interchange on the web.
  • E. James Kudelka
    James Kudelka is a prominent Canadian choreographer and former artistic director of the National Ballet of Canada, known for his innovative and often psychologically complex reinterpretations of classical and contemporary works.
  • 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: John Blaha
Triple: [STS-81, missionSpecialist, John Blaha]
Generated description
John Blaha is a retired NASA astronaut and former U.S. Air Force colonel who flew on multiple Space Shuttle missions and spent time aboard the Mir space station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Blaha
Target entity description: John Blaha is a retired NASA astronaut and former U.S. Air Force colonel who flew on multiple Space Shuttle missions and spent time aboard the Mir space station.
  • A. Michael Blaha
    Michael Blaha is a computer scientist and software engineer known for his pioneering work in object-oriented modeling and database design, including co-developing the Object Modeling Technique (OMT).
  • B. John Sikela
    John Sikela was a Golden Age comic book artist best known for his work on early Superman stories for DC Comics.
  • C. William Prochnau
    William Prochnau was an American journalist and author known for his in-depth reporting on war correspondents and international conflicts, several of whose works were adapted for film.
  • D. Jon Bosak
    Jon Bosak is a computer scientist best known for leading the original XML specification effort at the World Wide Web Consortium (W3C), which helped standardize data interchange on the web.
  • E. James Kudelka
    James Kudelka is a prominent Canadian choreographer and former artistic director of the National Ballet of Canada, known for his innovative and often psychologically complex reinterpretations of classical and contemporary works.
  • 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_69d6aafe02d881909900d54ad7d4af84 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a463f6448190a4c8e1651a2bd905 completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69f01943196c8190900b46da238e1f24 completed April 28, 2026, 2:19 a.m.
NEDg Description generation batch_69f01d7ab930819095eaae226ab55b80 completed April 28, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_69f043ddbfe481908e0c439dbd3e944f completed April 28, 2026, 5:21 a.m.
Created at: April 8, 2026, 9:40 p.m.