Triple
T7751147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Program Executive Offices for naval aviation programs |
E175763
|
entity |
| Predicate | coordinatesWith |
P1140
|
FINISHED |
| Object |
United States Marine Corps aviation leadership
United States Marine Corps aviation leadership comprises the senior commanders and staff responsible for planning, directing, and overseeing all aspects of Marine Corps aviation capabilities, operations, and modernization.
|
E685602
|
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: United States Marine Corps aviation leadership | Statement: [Program Executive Offices for naval aviation programs, coordinatesWith, United States Marine Corps aviation leadership]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps aviation leadership Context triple: [Program Executive Offices for naval aviation programs, coordinatesWith, United States Marine Corps aviation leadership]
-
A.
United States Marine Corps aviation units
United States Marine Corps aviation units are the air combat and support components of the USMC, operating fixed-wing and rotary-wing aircraft to provide close air support, assault support, reconnaissance, and other aviation capabilities in support of Marine Air-Ground Task Forces worldwide.
-
B.
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.
-
C.
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.
-
D.
United States Marine Corps aviation training system
The United States Marine Corps aviation training system is the integrated network of schools, units, and programs responsible for educating, qualifying, and sustaining Marine aviators and aviation support personnel.
-
E.
Marine Aircraft Group
A Marine Aircraft Group is a United States Marine Corps aviation formation that commands and supports multiple aircraft squadrons and related support units.
- 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: United States Marine Corps aviation leadership Triple: [Program Executive Offices for naval aviation programs, coordinatesWith, United States Marine Corps aviation leadership]
Generated description
United States Marine Corps aviation leadership comprises the senior commanders and staff responsible for planning, directing, and overseeing all aspects of Marine Corps aviation capabilities, operations, and modernization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps aviation leadership Target entity description: United States Marine Corps aviation leadership comprises the senior commanders and staff responsible for planning, directing, and overseeing all aspects of Marine Corps aviation capabilities, operations, and modernization.
-
A.
United States Marine Corps aviation units
United States Marine Corps aviation units are the air combat and support components of the USMC, operating fixed-wing and rotary-wing aircraft to provide close air support, assault support, reconnaissance, and other aviation capabilities in support of Marine Air-Ground Task Forces worldwide.
-
B.
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.
-
C.
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.
-
D.
United States Marine Corps aviation training system
The United States Marine Corps aviation training system is the integrated network of schools, units, and programs responsible for educating, qualifying, and sustaining Marine aviators and aviation support personnel.
-
E.
Marine Aircraft Group
A Marine Aircraft Group is a United States Marine Corps aviation formation that commands and supports multiple aircraft squadrons and related support units.
- 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_69c69960b3588190a53aa590d31d9544 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703b264c0819095c37534a676531d |
completed | March 27, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be576274819092e5ebdbcf2361da |
completed | March 29, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69c8bf141c8081908c33dab4d90943b0 |
completed | March 29, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8bf8c4bdc81909c74f7b4ec524177 |
completed | March 29, 2026, 5:58 a.m. |
Created at: March 27, 2026, 4:08 p.m.