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.