Triple
T3490972
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Marine Corps Forces Africa |
E73729
|
entity |
| Predicate | role |
P268
|
FINISHED |
| Object | Marine air-ground task force provider |
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 provider | Statement: [United States Marine Corps Forces Africa, role, Marine air-ground task force provider]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine air-ground task force provider Context triple: [United States Marine Corps Forces Africa, role, Marine air-ground task force provider]
-
A.
Marine expeditionary force
A Marine expeditionary force is a large, self-sustaining U.S. Marine Corps air-ground task force capable of conducting and supporting amphibious and expeditionary operations across a full spectrum of military missions.
-
B.
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.
-
C.
Marine expeditionary brigade
A Marine expeditionary brigade is a mid-sized, rapidly deployable U.S. Marine Corps air-ground task force designed for sustained combat and crisis-response operations.
-
D.
Airborne Forces
Airborne Forces are Russia’s elite rapid-deployment paratrooper units specializing in airborne assault, deep-penetration operations, and high-mobility combat missions.
-
E.
Marine Expeditionary Unit (MEU)
A Marine Expeditionary Unit (MEU) is a forward-deployed, rapid-response U.S. Marine Corps task force typically built around a reinforced infantry battalion, aviation squadron, and logistics element for amphibious and crisis-response operations.
- 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_69ad85cca8d4819088494e9f3340fab5 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbaa720c8190af47b052cc66c225 |
completed | March 8, 2026, 6:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373bf5d3c8190ae631a6114696e98 |
completed | March 13, 2026, 2:17 a.m. |
Created at: March 8, 2026, 3:18 p.m.