Triple
T16936822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Marine Corps Forces, Central Command |
E410849
|
entity |
| Predicate | usesForceStructure |
P34697
|
FINISHED |
| Object | Marine Air-Ground Task Force |
E70527
|
NE FINISHED |
How this triple was built (3 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 | Statement: [U.S. Marine Corps Forces, Central Command, usesForceStructure, Marine Air-Ground Task Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Air-Ground Task Force Context triple: [U.S. Marine Corps Forces, Central Command, usesForceStructure, Marine Air-Ground Task Force]
-
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.
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.
-
C.
U.S. Marine Corps Regimental Combat Team 1
U.S. Marine Corps Regimental Combat Team 1 is a reinforced Marine infantry regiment-sized formation known for its major combat role in the Second Battle of Fallujah during the Iraq War.
-
D.
U.S. Marine Corps Regimental Combat Team 7
U.S. Marine Corps Regimental Combat Team 7 is a reinforced Marine infantry regiment known for its major combat role in Iraq, including intense urban fighting in Fallujah.
-
E.
United States Marine Corps Quick Reaction Force
The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesForceStructure Context triple: [U.S. Marine Corps Forces, Central Command, usesForceStructure, Marine Air-Ground Task Force]
-
A.
usesForces
Indicates that one entity applies physical, magical, or other types of forces to influence, move, or affect another entity.
-
B.
forceStructure
chosen
Indicates a relationship where one entity imposes or defines the structural arrangement, organization, or configuration of another entity.
-
C.
associatedForce
Indicates that there is a force linked or connected to an entity, typically representing the physical influence acting on or exerted by that entity.
-
D.
forcesComposition
Indicates that one entity compels or determines the structural makeup or arrangement of another entity.
-
E.
forcesAction
Indicates that one entity compels or coerces another entity to perform a specific action or behavior.
- F. None of above.
Provenance (4 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cf2adf448190ab0dbebb3addbd80 |
completed | April 18, 2026, 6:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00cfe5210c8190873be6ccf2369b34 |
completed | May 10, 2026, 6:35 p.m. |
| PD | Predicate disambiguation | batch_69e32b9aa8748190b248890aca86753d |
completed | April 18, 2026, 6:58 a.m. |
Created at: April 10, 2026, 5:30 a.m.