Triple
T5230166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NASA Astronaut Group 8 |
E118089
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
H. Frederick Gregory
H. Frederick Gregory is a former NASA astronaut, test pilot, and U.S. Air Force colonel who flew on three Space Shuttle missions and later served in senior leadership roles at NASA.
|
E547187
|
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: H. Frederick Gregory | Statement: [NASA Astronaut Group 8, includes, H. Frederick Gregory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: H. Frederick Gregory Context triple: [NASA Astronaut Group 8, includes, H. Frederick Gregory]
-
A.
Gregory H. Hylton
Gregory H. Hylton was a prominent benefactor and community supporter whose contributions to the arts led to a major performing arts center being named in his honor.
-
B.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
C.
Gérard F. Gilmore
Gérard F. Gilmore is a British astronomer known for his influential work on the structure and dynamics of the Milky Way galaxy.
-
D.
Norman Z. McLeod
Norman Z. McLeod was an American film director best known for his work on classic Hollywood comedies in the 1930s and 1940s, including films with the Marx Brothers and W.C. Fields.
-
E.
Robert T. Frederick
Robert T. Frederick was a highly decorated U.S. Army major general best known for commanding the elite First Special Service Force during World War II.
- 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: H. Frederick Gregory Triple: [NASA Astronaut Group 8, includes, H. Frederick Gregory]
Generated description
H. Frederick Gregory is a former NASA astronaut, test pilot, and U.S. Air Force colonel who flew on three Space Shuttle missions and later served in senior leadership roles at NASA.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: H. Frederick Gregory Target entity description: H. Frederick Gregory is a former NASA astronaut, test pilot, and U.S. Air Force colonel who flew on three Space Shuttle missions and later served in senior leadership roles at NASA.
-
A.
Gregory H. Hylton
Gregory H. Hylton was a prominent benefactor and community supporter whose contributions to the arts led to a major performing arts center being named in his honor.
-
B.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
C.
Gérard F. Gilmore
Gérard F. Gilmore is a British astronomer known for his influential work on the structure and dynamics of the Milky Way galaxy.
-
D.
Norman Z. McLeod
Norman Z. McLeod was an American film director best known for his work on classic Hollywood comedies in the 1930s and 1940s, including films with the Marx Brothers and W.C. Fields.
-
E.
Robert T. Frederick
Robert T. Frederick was a highly decorated U.S. Army major general best known for commanding the elite First Special Service Force during World War II.
- 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_69c097af51508190a1eb69f188a7dcb6 |
completed | March 23, 2026, 1:30 a.m. |
| NEDg | Description generation | batch_69c098ba92408190b61b115540fce941 |
completed | March 23, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099b4bc4481909e7cf6886e5ccbea |
completed | March 23, 2026, 1:39 a.m. |
Created at: March 20, 2026, 1:48 p.m.