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.