Triple
T500112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French Armed Forces |
E10380
|
entity |
| Predicate | hasCommandStructure |
P6017
|
FINISHED |
| Object |
Air and Space Force staff
The Air and Space Force staff is the senior command body responsible for organizing, directing, and overseeing France’s air and space military operations and forces.
|
E62641
|
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: Air and Space Force staff | Statement: [French Armed Forces, hasCommandStructure, Air and Space Force staff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air and Space Force staff Context triple: [French Armed Forces, hasCommandStructure, Air and Space Force staff]
-
A.
Army Staff
The Army Staff is the senior military leadership body of an army, responsible for planning, directing, and coordinating its operations, organization, and readiness.
-
B.
Department of the Air Force
The Department of the Air Force is the U.S. federal executive department responsible for organizing, training, and equipping the United States Air Force and United States Space Force.
-
C.
Joint Staff
The Joint Staff is a group of military officers and civilian personnel that assists the Joint Chiefs of Staff in developing plans, policies, and strategic guidance for the U.S. Armed Forces.
-
D.
Chief of Staff of the Air Force
The Chief of Staff of the Air Force is the highest-ranking uniformed officer in the U.S. Air Force, responsible for overseeing its organization, training, and readiness and serving as a key military advisor to national leadership.
-
E.
Air Force Space Command
Air Force Space Command was a former major command of the U.S. Air Force responsible for organizing, training, and equipping forces for space operations before its functions were transferred to the United States Space Force.
- 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: Air and Space Force staff Triple: [French Armed Forces, hasCommandStructure, Air and Space Force staff]
Generated description
The Air and Space Force staff is the senior command body responsible for organizing, directing, and overseeing France’s air and space military operations and forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air and Space Force staff Target entity description: The Air and Space Force staff is the senior command body responsible for organizing, directing, and overseeing France’s air and space military operations and forces.
-
A.
Army Staff
The Army Staff is the senior military leadership body of an army, responsible for planning, directing, and coordinating its operations, organization, and readiness.
-
B.
Department of the Air Force
The Department of the Air Force is the U.S. federal executive department responsible for organizing, training, and equipping the United States Air Force and United States Space Force.
-
C.
Joint Staff
The Joint Staff is a group of military officers and civilian personnel that assists the Joint Chiefs of Staff in developing plans, policies, and strategic guidance for the U.S. Armed Forces.
-
D.
Chief of Staff of the Air Force
The Chief of Staff of the Air Force is the highest-ranking uniformed officer in the U.S. Air Force, responsible for overseeing its organization, training, and readiness and serving as a key military advisor to national leadership.
-
E.
Air Force Space Command
Air Force Space Command was a former major command of the U.S. Air Force responsible for organizing, training, and equipping forces for space operations before its functions were transferred to the United States Space Force.
- 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_69a2e847df8481909239ec08ccf1e376 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f13096248190a622a58dcf540b00 |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48543f1948190b710628bf53cdf01 |
completed | March 1, 2026, 6:28 p.m. |
| NEDg | Description generation | batch_69a48918e1d08190b2f51c0d0510ce15 |
completed | March 1, 2026, 6:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4899415108190b520b8e00fdf00ff |
completed | March 1, 2026, 6:46 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.