Triple
T11414274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 4th Marine Logistics Group |
E270448
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object | Marine air-ground task forces |
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 forces | Statement: [4th Marine Logistics Group, supports, Marine air-ground task forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine air-ground task forces Context triple: [4th Marine Logistics Group, supports, Marine air-ground task forces]
-
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.
AirLand Battle
AirLand Battle was a U.S. Army operational doctrine developed during the late Cold War that emphasized integrated, deep, and simultaneous attacks across the battlefield using close coordination between land and air forces.
-
C.
Task Force 22
Task Force 22 was a U.S. Navy operational formation in the Atlantic during World War II, overseeing subordinate groups such as Task Group 22.3 for anti-submarine and escort missions.
-
D.
Marine Raiders
Marine Raiders were elite World War II-era United States Marine Corps special operations units known for their amphibious light-infantry raids in the Pacific Theater.
-
E.
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.
- 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_69d6aaddeaa8819088b30ef7b50598c9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d801acd9bc81908a23b1b7b4e778d3 |
completed | April 9, 2026, 7:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b86936348190b8fa4125995c2a85 |
completed | April 20, 2026, 5:23 a.m. |
Created at: April 8, 2026, 9:34 p.m.