Triple
T3514056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William L. Shelton |
E74263
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Commander, Air Force Space Command (AFSPC)
The Commander, Air Force Space Command (AFSPC) was the senior U.S. Air Force officer responsible for organizing, training, and equipping forces for space and cyberspace operations.
|
E365033
|
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: Commander, Air Force Space Command (AFSPC) | Statement: [William L. Shelton, positionHeld, Commander, Air Force Space Command (AFSPC)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commander, Air Force Space Command (AFSPC) Context triple: [William L. Shelton, positionHeld, Commander, Air Force Space Command (AFSPC)]
-
A.
Commander, United States Space Command
The Commander, United States Space Command is the senior military leader responsible for overseeing and directing U.S. military operations and activities in the space domain.
-
B.
Commander, 21st Space Wing
The Commander, 21st Space Wing is the senior officer responsible for leading the U.S. Air Force unit that conducts space control and missile warning operations.
-
C.
Commander, U.S. Strategic Command
The Commander, U.S. Strategic Command is the senior military leader responsible for overseeing U.S. nuclear forces, global strike, and strategic deterrence operations.
-
D.
Commander, Space Systems Command
The Commander, Space Systems Command is the senior U.S. Space Force officer responsible for leading the service’s space acquisition, development, and sustainment organization.
-
E.
Chief Master Sergeant of the Space Force
The Chief Master Sergeant of the Space Force is the senior enlisted advisor to the Space Force’s top leadership, responsible for representing the interests, welfare, and professional development of all enlisted Guardians.
- 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: Commander, Air Force Space Command (AFSPC) Triple: [William L. Shelton, positionHeld, Commander, Air Force Space Command (AFSPC)]
Generated description
The Commander, Air Force Space Command (AFSPC) was the senior U.S. Air Force officer responsible for organizing, training, and equipping forces for space and cyberspace operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commander, Air Force Space Command (AFSPC) Target entity description: The Commander, Air Force Space Command (AFSPC) was the senior U.S. Air Force officer responsible for organizing, training, and equipping forces for space and cyberspace operations.
-
A.
Commander of Air Force Space Command
chosen
The Commander of Air Force Space Command is the senior U.S. Air Force officer responsible for organizing, training, and equipping forces to conduct space operations and support national security objectives in space.
-
B.
Commander, United States Space Command
The Commander, United States Space Command is the senior military leader responsible for overseeing and directing U.S. military operations and activities in the space domain.
-
C.
Commander, 21st Space Wing
The Commander, 21st Space Wing is the senior officer responsible for leading the U.S. Air Force unit that conducts space control and missile warning operations.
-
D.
Commander, U.S. Strategic Command
The Commander, U.S. Strategic Command is the senior military leader responsible for overseeing U.S. nuclear forces, global strike, and strategic deterrence operations.
-
E.
Commander, Space Systems Command
The Commander, Space Systems Command is the senior U.S. Space Force officer responsible for leading the service’s space acquisition, development, and sustainment organization.
- F. None of above.
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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc2efa4c8190ac1ca221f3f0eba4 |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e7a5ab08190971c9dfd6550eb2d |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37ff7b1c8819085b16ea9eb9175eb |
completed | March 13, 2026, 3:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3808903e481908d312766e126204f |
completed | March 13, 2026, 3:12 a.m. |
Created at: March 8, 2026, 3:19 p.m.