Triple
T5230145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NASA Astronaut Group 8 |
E118089
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Guion Bluford
Guion Bluford is an American aerospace engineer, retired U.S. Air Force officer, and former NASA astronaut best known as the first African American to travel into space.
|
E504388
|
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: Guion Bluford | Statement: [NASA Astronaut Group 8, includes, Guion Bluford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guion Bluford Context triple: [NASA Astronaut Group 8, includes, Guion Bluford]
-
A.
Ronald McNair
Ronald McNair was an American physicist and NASA astronaut who flew on STS-41-B and was one of the seven crew members who died in the Space Shuttle Challenger disaster.
-
B.
Jerry Linenger
Jerry Linenger is a former NASA astronaut and U.S. Navy flight surgeon best known for his long-duration, often perilous mission aboard the Russian Mir space station in the late 1990s.
-
C.
F. Story Musgrave
F. Story Musgrave is a former NASA astronaut, physician, and engineer renowned for his extensive spaceflight career and key role in repairing the Hubble Space Telescope.
-
D.
Bruce McCandless II
Bruce McCandless II was a NASA astronaut and naval aviator best known for making the first untethered spacewalk using the Manned Maneuvering Unit.
-
E.
Ken Mattingly
Ken Mattingly was a NASA astronaut and U.S. Navy rear admiral best known for his roles in the Apollo and Space Shuttle programs, including serving as command module pilot on Apollo 16.
- 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: Guion Bluford Triple: [NASA Astronaut Group 8, includes, Guion Bluford]
Generated description
Guion Bluford is an American aerospace engineer, retired U.S. Air Force officer, and former NASA astronaut best known as the first African American to travel into space.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guion Bluford Target entity description: Guion Bluford is an American aerospace engineer, retired U.S. Air Force officer, and former NASA astronaut best known as the first African American to travel into space.
-
A.
Ronald McNair
Ronald McNair was an American physicist and NASA astronaut who flew on STS-41-B and was one of the seven crew members who died in the Space Shuttle Challenger disaster.
-
B.
Jerry Linenger
Jerry Linenger is a former NASA astronaut and U.S. Navy flight surgeon best known for his long-duration, often perilous mission aboard the Russian Mir space station in the late 1990s.
-
C.
F. Story Musgrave
F. Story Musgrave is a former NASA astronaut, physician, and engineer renowned for his extensive spaceflight career and key role in repairing the Hubble Space Telescope.
-
D.
Bruce McCandless II
Bruce McCandless II was a NASA astronaut and naval aviator best known for making the first untethered spacewalk using the Manned Maneuvering Unit.
-
E.
Ken Mattingly
Ken Mattingly was a NASA astronaut and U.S. Navy rear admiral best known for his roles in the Apollo and Space Shuttle programs, including serving as command module pilot on Apollo 16.
- 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_69bef810d6108190b2b2067cce12955b |
completed | March 21, 2026, 7:57 p.m. |
| NEDg | Description generation | batch_69bef8acecf48190a1d3f56640bf7784 |
completed | March 21, 2026, 7:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef92017948190906d1be3551b54c2 |
completed | March 21, 2026, 8:01 p.m. |
Created at: March 20, 2026, 1:48 p.m.