Triple
T13272764
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USMC Light Armored Reconnaissance battalions |
E316105
|
entity |
| Predicate | doctrine |
P450
|
FINISHED |
| Object | Marine Air-Ground Task Force operations |
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 operations | Statement: [USMC Light Armored Reconnaissance battalions, doctrine, Marine Air-Ground Task Force operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Air-Ground Task Force operations Context triple: [USMC Light Armored Reconnaissance battalions, doctrine, Marine Air-Ground Task Force operations]
-
A.
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.
-
B.
World War II airborne operations
World War II airborne operations were large-scale military actions in which paratroopers and glider-borne troops were dropped behind enemy lines to seize key objectives and support ground offensives.
-
C.
Joint Task Force-Bravo
Joint Task Force-Bravo is a U.S. military task force based at Soto Cano Air Base in Honduras that conducts humanitarian assistance, disaster relief, and security cooperation missions throughout Central America.
-
D.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
E.
Air Operations Command II
Air Operations Command II is a major regional air command of the Indonesian Air Force responsible for planning, controlling, and executing air operations within its designated area of responsibility.
- 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_69d806b1d9ac8190852c5571d5bd5f0f |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99020f710819094c2618662bdc7fd |
completed | April 11, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a51d458819080b8c8f3a4df0f52 |
completed | May 3, 2026, 8:41 a.m. |
Created at: April 9, 2026, 9:26 p.m.