Triple
T3581283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Command and Staff College |
E75803
|
entity |
| Predicate | educates |
P335
|
FINISHED |
| Object |
U.S. Air Force officers
U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
|
E370438
|
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: U.S. Air Force officers | Statement: [Air Command and Staff College, educates, U.S. Air Force officers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force officers Context triple: [Air Command and Staff College, educates, U.S. Air Force officers]
-
A.
U.S. Army officers
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
-
B.
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.
-
C.
United States Air Force leadership
United States Air Force leadership comprises the senior military and civilian officials responsible for directing, managing, and setting policy for the U.S. Air Force.
-
D.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
E.
Assistant Secretaries of the Air Force
The Assistant Secretaries of the Air Force are senior civilian officials who oversee key functional areas such as acquisition, financial management, installations, and manpower within the U.S. Department of the Air 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: U.S. Air Force officers Triple: [Air Command and Staff College, educates, U.S. Air Force officers]
Generated description
U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Air Force officers Target entity description: U.S. Air Force officers are commissioned leaders in the United States Air Force responsible for planning, directing, and managing air and space operations, personnel, and resources.
-
A.
U.S. Army officers
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
-
B.
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.
-
C.
United States Air Force leadership
United States Air Force leadership comprises the senior military and civilian officials responsible for directing, managing, and setting policy for the U.S. Air Force.
-
D.
Marine Corps officers
Marine Corps officers are commissioned leaders in the United States Marine Corps responsible for commanding Marines, planning and executing military operations, and upholding the Corps’ traditions and standards.
-
E.
Assistant Secretaries of the Air Force
The Assistant Secretaries of the Air Force are senior civilian officials who oversee key functional areas such as acquisition, financial management, installations, and manpower within the U.S. Department of the Air 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_69ad85d6dc3c8190b491b79b83e25461 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc101738c81908d38987f8fa291ef |
completed | March 8, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bbc95fa881909846a6d53ba6a24e |
completed | March 13, 2026, 7:24 a.m. |
| NEDg | Description generation | batch_69b3bcae84a48190b085f253773cd14f |
completed | March 13, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3f90df47c81908855021f68ca7ec8 |
completed | March 13, 2026, 11:46 a.m. |
Created at: March 8, 2026, 3:21 p.m.