Triple
T782179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps Air Ground Combat Center Twentynine Palms |
E16520
|
entity |
| Predicate | militaryBranchTrained |
P253
|
FINISHED |
| Object |
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.
|
E92967
|
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 units | Statement: [Marine Corps Air Ground Combat Center Twentynine Palms, militaryBranchTrained, United States Marine Corps aviation units]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps aviation units Context triple: [Marine Corps Air Ground Combat Center Twentynine Palms, militaryBranchTrained, United States Marine Corps aviation units]
-
A.
United States Navy aircraft
United States Navy aircraft are the aerial warfare and support assets operated by the U.S. Navy, including carrier-based fighters, bombers, patrol planes, and helicopters used for sea control, power projection, and defense.
-
B.
2nd Marine Aircraft Wing
The 2nd Marine Aircraft Wing is a major aviation unit of the United States Marine Corps that provides air support, assault support, and other aviation combat capabilities to Marine forces.
-
C.
1st Marine Aircraft Wing
The 1st Marine Aircraft Wing is a major aviation combat unit of the United States Marine Corps that provides air support and power projection for Marine forces in the Pacific region.
-
D.
Aviation Unit
The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
-
E.
Marine Helicopter Squadron One
Marine Helicopter Squadron One is a United States Marine Corps unit responsible for providing helicopter transport for the President and other senior government officials.
- 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 units Triple: [Marine Corps Air Ground Combat Center Twentynine Palms, militaryBranchTrained, United States Marine Corps aviation units]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps aviation units Target entity description: 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.
-
A.
United States Navy aircraft
United States Navy aircraft are the aerial warfare and support assets operated by the U.S. Navy, including carrier-based fighters, bombers, patrol planes, and helicopters used for sea control, power projection, and defense.
-
B.
2nd Marine Aircraft Wing
The 2nd Marine Aircraft Wing is a major aviation unit of the United States Marine Corps that provides air support, assault support, and other aviation combat capabilities to Marine forces.
-
C.
1st Marine Aircraft Wing
The 1st Marine Aircraft Wing is a major aviation combat unit of the United States Marine Corps that provides air support and power projection for Marine forces in the Pacific region.
-
D.
Aviation Unit
The Aviation Unit is the New York City Police Department’s specialized airborne division that conducts law enforcement, search and rescue, and emergency response operations using helicopters.
-
E.
Marine Helicopter Squadron One
Marine Helicopter Squadron One is a United States Marine Corps unit responsible for providing helicopter transport for the President and other senior government officials.
- 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_69a4936ad1fc81908f190208059ccf78 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aa9cecd08190a23c9f65080a4ac7 |
completed | March 1, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6733c2e608190962440d6ef637784 |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a673ccc2308190a887ada146290de8 |
completed | March 3, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6742d7ba881909385cbc51a2ed7bd |
completed | March 3, 2026, 5:39 a.m. |
Created at: March 1, 2026, 7:37 p.m.