Triple
T5906814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STS-34 |
E131359
|
entity |
| Predicate | crewMember |
P2094
|
FINISHED |
| Object |
Franklin R. Chang-Díaz
Franklin R. Chang-Díaz is a Costa Rican–American physicist, former NASA astronaut, and veteran of seven Space Shuttle missions who is also known for his work on advanced plasma rocket propulsion.
|
E553224
|
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: Franklin R. Chang-Díaz | Statement: [STS-34, crewMember, Franklin R. Chang-Díaz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franklin R. Chang-Díaz Context triple: [STS-34, crewMember, Franklin R. Chang-Díaz]
-
A.
Jeffrey A. Hoffman
Jeffrey A. Hoffman is an American NASA astronaut and astrophysicist best known for his multiple Space Shuttle missions, including the first Hubble Space Telescope servicing mission.
-
B.
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.
-
C.
Ellison Onizuka
Ellison Onizuka was an American astronaut and aerospace engineer who became the first Asian American and first person of Japanese ancestry to fly in space.
-
D.
Richard F. Gordon Jr.
Richard F. Gordon Jr. was a U.S. Navy fighter pilot, NASA astronaut, and command module pilot of Apollo 12 who played a key role in the early Apollo lunar program.
-
E.
Ernest A. Grunsfeld Jr.
Ernest A. Grunsfeld Jr. was an American architect best known for designing Chicago’s Adler Planetarium, one of the first modern planetariums in the United States.
- 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: Franklin R. Chang-Díaz Triple: [STS-34, crewMember, Franklin R. Chang-Díaz]
Generated description
Franklin R. Chang-Díaz is a Costa Rican–American physicist, former NASA astronaut, and veteran of seven Space Shuttle missions who is also known for his work on advanced plasma rocket propulsion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franklin R. Chang-Díaz Target entity description: Franklin R. Chang-Díaz is a Costa Rican–American physicist, former NASA astronaut, and veteran of seven Space Shuttle missions who is also known for his work on advanced plasma rocket propulsion.
-
A.
Jeffrey A. Hoffman
Jeffrey A. Hoffman is an American NASA astronaut and astrophysicist best known for his multiple Space Shuttle missions, including the first Hubble Space Telescope servicing mission.
-
B.
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.
-
C.
Ellison Onizuka
Ellison Onizuka was an American astronaut and aerospace engineer who became the first Asian American and first person of Japanese ancestry to fly in space.
-
D.
Richard F. Gordon Jr.
Richard F. Gordon Jr. was a U.S. Navy fighter pilot, NASA astronaut, and command module pilot of Apollo 12 who played a key role in the early Apollo lunar program.
-
E.
Ernest A. Grunsfeld Jr.
Ernest A. Grunsfeld Jr. was an American architect best known for designing Chicago’s Adler Planetarium, one of the first modern planetariums in the United States.
- 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_69c0085864a88190a569c05ff7d65f29 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03772d9dc8190899fe49ef887e685 |
completed | March 22, 2026, 6:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0b16ba6c881908e9a909bf86ea92d |
completed | March 23, 2026, 3:20 a.m. |
| NEDg | Description generation | batch_69c0b2751c2081908c8d47c9c0c26e84 |
completed | March 23, 2026, 3:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b2d6d5688190936858046377d192 |
completed | March 23, 2026, 3:26 a.m. |
Created at: March 22, 2026, 3:59 p.m.