Triple
T14466858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weatherford, Oklahoma |
E358732
|
entity |
| Predicate | isHometownOf |
P22139
|
FINISHED |
| Object |
astronaut Thomas P. Stafford
Astronaut Thomas P. Stafford is a retired U.S. Air Force general and NASA astronaut best known for commanding the Apollo 10 mission and the Apollo–Soyuz Test Project.
|
E1101598
|
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: astronaut Thomas P. Stafford | Statement: [Weatherford, Oklahoma, isHometownOf, astronaut Thomas P. Stafford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: astronaut Thomas P. Stafford Context triple: [Weatherford, Oklahoma, isHometownOf, astronaut Thomas P. Stafford]
-
A.
Glenn Stafford
Glenn Stafford is an American video game music composer best known for his influential scores for Blizzard Entertainment titles such as StarCraft and the Warcraft series.
-
B.
Frank Borman
Frank Borman is a former NASA astronaut and U.S. Air Force officer best known for commanding the historic Apollo 8 mission, the first crewed spacecraft to orbit the Moon.
-
C.
Wally Schirra
Wally Schirra was a NASA astronaut and naval aviator who became the only person to fly in the Mercury, Gemini, and Apollo space programs.
-
D.
John de Borman
John de Borman is a British cinematographer known for his work on feature films and television, including the romantic drama "Last Chance Harvey."
-
E.
John Young
John Young was an early American pioneer and land developer best known for founding and giving his name to the city of Youngstown, Ohio.
- 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: astronaut Thomas P. Stafford Triple: [Weatherford, Oklahoma, isHometownOf, astronaut Thomas P. Stafford]
Generated description
Astronaut Thomas P. Stafford is a retired U.S. Air Force general and NASA astronaut best known for commanding the Apollo 10 mission and the Apollo–Soyuz Test Project.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: astronaut Thomas P. Stafford Target entity description: Astronaut Thomas P. Stafford is a retired U.S. Air Force general and NASA astronaut best known for commanding the Apollo 10 mission and the Apollo–Soyuz Test Project.
-
A.
Glenn Stafford
Glenn Stafford is an American video game music composer best known for his influential scores for Blizzard Entertainment titles such as StarCraft and the Warcraft series.
-
B.
Frank Borman
Frank Borman is a former NASA astronaut and U.S. Air Force officer best known for commanding the historic Apollo 8 mission, the first crewed spacecraft to orbit the Moon.
-
C.
Wally Schirra
Wally Schirra was a NASA astronaut and naval aviator who became the only person to fly in the Mercury, Gemini, and Apollo space programs.
-
D.
John de Borman
John de Borman is a British cinematographer known for his work on feature films and television, including the romantic drama "Last Chance Harvey."
-
E.
John Young
John Young was an early American pioneer and land developer best known for founding and giving his name to the city of Youngstown, Ohio.
- 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_69d827966698819082e140837737501d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91f6d4c08190a12e9a5901ee3508 |
completed | April 14, 2026, 7:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6499c7188190a79411b471cfa7d4 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68a687dc8190bbb1ea24bfdb674b |
completed | May 8, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd69982e648190b9af4f2895514c3e |
completed | May 8, 2026, 4:42 a.m. |
Created at: April 10, 2026, 1:19 a.m.