Triple
T3309576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 31st Marine Expeditionary Unit |
E69536
|
entity |
| Predicate | operatesWith |
P4791
|
FINISHED |
| Object | Amphibious Ready Group |
E33759
|
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: Amphibious Ready Group | Statement: [31st Marine Expeditionary Unit, operatesWith, Amphibious Ready Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amphibious Ready Group Context triple: [31st Marine Expeditionary Unit, operatesWith, Amphibious Ready Group]
-
A.
Littoral Combat Force
The Littoral Combat Force is a specialized component of the Philippine Navy responsible for operations in coastal and near-shore waters, including patrol, interdiction, and maritime security missions.
-
B.
Maritime Prepositioning Force
The Maritime Prepositioning Force is a U.S. military logistics program that strategically positions ships loaded with equipment and supplies around the world to enable rapid deployment of Marine Corps and joint forces.
-
C.
Sealift Amphibious Force
The Sealift Amphibious Force is a Philippine Navy unit responsible for transporting troops, equipment, and supplies by sea and supporting amphibious operations.
-
D.
Expeditionary Strike Groups
chosen
Expeditionary Strike Groups are U.S. Navy naval formations that combine amphibious assault ships, surface combatants, submarines, and embarked Marine forces to conduct rapid, flexible expeditionary operations from the sea.
-
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_69ad859f218081909458d2cebbf57565 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0e9f33c81909cff835a83e0a657 |
completed | March 8, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3edc0c081908a7f5c02fe18584b |
completed | March 12, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:11 p.m.