Triple
T20724414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tactical Air Command |
E509396
|
entity |
| Predicate | notableCommander |
P1197
|
FINISHED |
| Object |
Gen. John M. Loh
Gen. John M. Loh is a retired United States Air Force four-star general who served in key leadership roles including as commander of major air combat organizations and as Vice Chief of Staff of the Air Force.
|
E1451059
|
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: Gen. John M. Loh | Statement: [Tactical Air Command, notableCommander, Gen. John M. Loh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gen. John M. Loh Context triple: [Tactical Air Command, notableCommander, Gen. John M. Loh]
-
A.
Lieutenant General Roy S. Geiger
Lieutenant General Roy S. Geiger was a highly decorated United States Marine Corps officer and pioneering Marine aviator who rose to senior command in the Pacific theater during World War II.
-
B.
Lt. Gen. Philip A. Garrant
Lt. Gen. Philip A. Garrant is a senior United States Space Force officer who leads major space acquisition, development, and operational efforts for the service.
-
C.
Lt. Gen. Millard F. Harmon
Lt. Gen. Millard F. Harmon was a senior United States Army Air Forces officer in World War II who played a key leadership role in air operations in the Pacific theater before disappearing on a 1945 flight.
-
D.
Lieutenant General Paul X. Kelley
Lieutenant General Paul X. Kelley was a senior U.S. Marine Corps officer who later became the 28th Commandant of the Marine Corps and played a key role in shaping American rapid deployment and expeditionary capabilities.
-
E.
Lieutenant General William J. Hartman
Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
- 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: Gen. John M. Loh Triple: [Tactical Air Command, notableCommander, Gen. John M. Loh]
Generated description
Gen. John M. Loh is a retired United States Air Force four-star general who served in key leadership roles including as commander of major air combat organizations and as Vice Chief of Staff of the Air Force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gen. John M. Loh Target entity description: Gen. John M. Loh is a retired United States Air Force four-star general who served in key leadership roles including as commander of major air combat organizations and as Vice Chief of Staff of the Air Force.
-
A.
Lieutenant General Roy S. Geiger
Lieutenant General Roy S. Geiger was a highly decorated United States Marine Corps officer and pioneering Marine aviator who rose to senior command in the Pacific theater during World War II.
-
B.
Lt. Gen. Philip A. Garrant
Lt. Gen. Philip A. Garrant is a senior United States Space Force officer who leads major space acquisition, development, and operational efforts for the service.
-
C.
Lt. Gen. Millard F. Harmon
Lt. Gen. Millard F. Harmon was a senior United States Army Air Forces officer in World War II who played a key leadership role in air operations in the Pacific theater before disappearing on a 1945 flight.
-
D.
Lieutenant General Paul X. Kelley
Lieutenant General Paul X. Kelley was a senior U.S. Marine Corps officer who later became the 28th Commandant of the Marine Corps and played a key role in shaping American rapid deployment and expeditionary capabilities.
-
E.
Lieutenant General William J. Hartman
Lieutenant General William J. Hartman is a senior U.S. Army officer and cyber warfare leader who serves in a top command role at United States Cyber Command.
- 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_69e0b4c4cc648190b45fda6e2b20af56 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1e662f08190917ee043612d413e |
completed | April 21, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f8abfd008190839b362b0821ec1f |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f9c9314c81909052d1a2e93d740a |
completed | May 16, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08fa7040d88190b592d4f46249c2c1 |
completed | May 16, 2026, 11:14 p.m. |
Created at: April 16, 2026, 12:28 p.m.