Triple
T16347532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps Warfighting Publication 3-20 (Aviation Operations) |
E396971
|
entity |
| Predicate | appliesTo |
P1129
|
FINISHED |
| Object | United States Marine Corps aviation units |
E92967
|
NE FINISHED |
How this triple was built (2 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 Warfighting Publication 3-20 (Aviation Operations), appliesTo, 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 Warfighting Publication 3-20 (Aviation Operations), appliesTo, United States Marine Corps aviation units]
-
A.
United States Marine Corps aviation units
chosen
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 Marine Corps units
United States Marine Corps units are operational formations of the U.S. Marine Corps, ranging from small tactical elements to large expeditionary forces, that conduct amphibious, ground, and air operations worldwide.
-
C.
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.
-
D.
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.
-
E.
Marine Unmanned Aerial Vehicle Squadron
A Marine Unmanned Aerial Vehicle Squadron is a United States Marine Corps aviation unit that operates and maintains unmanned aircraft systems to provide reconnaissance, surveillance, and other support to Marine forces.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da1038d88190b8292cfe71bc4f2a |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002db1cd288190a85fa2479369ef4f |
completed | May 10, 2026, 7:03 a.m. |
Created at: April 10, 2026, 5:07 a.m.