Triple
T588877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Force Space Command |
E17221
|
entity |
| Predicate | notableCommander |
P1197
|
FINISHED |
| Object |
General C. Robert Kehler
General C. Robert Kehler is a retired United States Air Force four-star general best known for his leadership roles in U.S. military space and strategic command organizations.
|
E74323
|
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: General C. Robert Kehler | Statement: [Air Force Space Command, notableCommander, General C. Robert Kehler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: General C. Robert Kehler Context triple: [Air Force Space Command, notableCommander, General C. Robert Kehler]
-
A.
General William L. Shelton
General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
-
B.
Jacob L. Devers
Jacob L. Devers was a senior U.S. Army general in World War II who led major Allied operations in the European Theater, including the invasion of southern France.
-
C.
Col. Herbert Y. Schandler
Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
-
D.
William F. Raynolds
William F. Raynolds was a 19th-century U.S. Army officer and explorer known for his surveying and exploratory expeditions in North America and beyond.
-
E.
Walter Krueger
Walter Krueger was a German-born American general who commanded the U.S. Sixth Army in the Southwest Pacific during World War II and was a key subordinate of General Douglas MacArthur.
- 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: General C. Robert Kehler Triple: [Air Force Space Command, notableCommander, General C. Robert Kehler]
Generated description
General C. Robert Kehler is a retired United States Air Force four-star general best known for his leadership roles in U.S. military space and strategic command organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: General C. Robert Kehler Target entity description: General C. Robert Kehler is a retired United States Air Force four-star general best known for his leadership roles in U.S. military space and strategic command organizations.
-
A.
General William L. Shelton
General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
-
B.
Jacob L. Devers
Jacob L. Devers was a senior U.S. Army general in World War II who led major Allied operations in the European Theater, including the invasion of southern France.
-
C.
Col. Herbert Y. Schandler
Col. Herbert Y. Schandler was a U.S. Army officer and military historian known for his influential analyses of the Vietnam War and American foreign policy.
-
D.
William F. Raynolds
William F. Raynolds was a 19th-century U.S. Army officer and explorer known for his surveying and exploratory expeditions in North America and beyond.
-
E.
Walter Krueger
Walter Krueger was a German-born American general who commanded the U.S. Sixth Army in the Southwest Pacific during World War II and was a key subordinate of General Douglas MacArthur.
- 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_69a49379d09c8190ac7e00b24e2810b1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b9d1e68819096a9b5e7b2e83d6e |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a518c44ef0819088048289ed31246f |
completed | March 2, 2026, 4:57 a.m. |
| NEDg | Description generation | batch_69a5194215848190874442451c32a10b |
completed | March 2, 2026, 4:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a519d2e46881909d00ff279bd4a13e |
completed | March 2, 2026, 5:02 a.m. |
Created at: March 1, 2026, 7:33 p.m.