Triple
T16347542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps Warfighting Publication 3-20 (Aviation Operations) |
E396971
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Marine Air-Ground Task Force commanders |
E70527
|
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: Marine Air-Ground Task Force commanders | Statement: [Marine Corps Warfighting Publication 3-20 (Aviation Operations), usedBy, Marine Air-Ground Task Force commanders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Air-Ground Task Force commanders Context triple: [Marine Corps Warfighting Publication 3-20 (Aviation Operations), usedBy, Marine Air-Ground Task Force commanders]
-
A.
Marine Expeditionary Force commanders
Marine Expeditionary Force commanders are senior U.S. Marine Corps leaders responsible for planning, directing, and executing large-scale, combined-arms expeditionary operations.
-
B.
Combatant Commanders
Combatant Commanders are the senior U.S. military leaders in charge of unified or specified combatant commands, responsible for planning and conducting operations across major geographic or functional areas.
-
C.
United States military commanders
United States military commanders are senior officers responsible for planning, directing, and overseeing U.S. armed forces operations and strategy in peace and wartime.
-
D.
Marine Air-Ground Task Forces
chosen
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
E.
Commanding General, 1st Marine Aircraft Wing
The Commanding General, 1st Marine Aircraft Wing is the senior officer responsible for leading and overseeing all aviation units and operations within the U.S. Marine Corps’ 1st Marine Aircraft Wing.
- 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.