Triple

T5230155
Position Surface form Disambiguated ID Type / Status
Subject NASA Astronaut Group 8 E118089 entity
Predicate includes P1393 FINISHED
Object James F. Buchli
James F. Buchli is a retired United States Marine Corps officer and NASA astronaut who flew on multiple Space Shuttle missions in the 1980s and early 1990s.
E598458 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 F. Buchli | Statement: [NASA Astronaut Group 8, includes, James F. Buchli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James F. Buchli
Context triple: [NASA Astronaut Group 8, includes, James F. Buchli]
  • A. John G. Schmitz
    John G. Schmitz was a conservative American politician and U.S. Congressman who ran as a third-party presidential candidate in the 1972 election.
  • B. William R. Schowalter
    William R. Schowalter is an American chemical engineer and fluid dynamicist renowned for his pioneering contributions to non-Newtonian fluid mechanics and transport phenomena.
  • C. Robert T. Beyer
    Robert T. Beyer was an American physicist and translator known for bringing important scientific works, including foundational texts on quantum mechanics, to an English-speaking audience.
  • D. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • E. Timothy L. Pflueger
    Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
  • 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 F. Buchli
Triple: [NASA Astronaut Group 8, includes, James F. Buchli]
Generated description
James F. Buchli is a retired United States Marine Corps officer and NASA astronaut who flew on multiple Space Shuttle missions in the 1980s and early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James F. Buchli
Target entity description: James F. Buchli is a retired United States Marine Corps officer and NASA astronaut who flew on multiple Space Shuttle missions in the 1980s and early 1990s.
  • A. John G. Schmitz
    John G. Schmitz was a conservative American politician and U.S. Congressman who ran as a third-party presidential candidate in the 1972 election.
  • B. William R. Schowalter
    William R. Schowalter is an American chemical engineer and fluid dynamicist renowned for his pioneering contributions to non-Newtonian fluid mechanics and transport phenomena.
  • C. Robert T. Beyer
    Robert T. Beyer was an American physicist and translator known for bringing important scientific works, including foundational texts on quantum mechanics, to an English-speaking audience.
  • D. Thomas J. Biersteker
    Thomas J. Biersteker is an American political scientist and international relations scholar known for his work on global governance, sanctions, and international security.
  • E. Timothy L. Pflueger
    Timothy L. Pflueger was a prominent American architect known for his influential Art Deco and Moderne designs in the San Francisco Bay Area, including major theaters, skyscrapers, and civic projects.
  • 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_69bd4466fb8c819083b806a79414d7e4 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ae006ec8190abd23f650ca5bf53 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c673e0dbdc81909745d2a35bd53f88 completed March 27, 2026, 12:11 p.m.
NEDg Description generation batch_69c675e712048190902e4fa38e150b25 completed March 27, 2026, 12:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6763a7bd48190820c1b2fed33de9e completed March 27, 2026, 12:21 p.m.
Created at: March 20, 2026, 1:48 p.m.