Triple

T13440277
Position Surface form Disambiguated ID Type / Status
Subject Yakima Training Center E320340 entity
Predicate garrison P75 FINISHED
Object U.S. Marine Corps units (rotational)
U.S. Marine Corps units (rotational) are temporary Marine contingents that cycle through specific installations for scheduled training, exercises, and operational readiness.
E1040929 NE FINISHED

How this triple was built (4 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: U.S. Marine Corps units (rotational) | Statement: [Yakima Training Center, garrison, U.S. Marine Corps units (rotational)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Marine Corps units (rotational)
Context triple: [Yakima Training Center, garrison, U.S. Marine Corps units (rotational)]
  • A. 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.
  • B. United States Marine Corps Reserve
    The United States Marine Corps Reserve is the reserve component of the U.S. Marine Corps, composed of part-time Marines who train regularly and can be mobilized to support active-duty forces in military operations and national emergencies.
  • C. United States Marine Corps Ground Combat Element
    The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
  • D. Marine Corps Security Force Regiment
    The Marine Corps Security Force Regiment is a specialized U.S. Marine Corps unit tasked with providing dedicated security for critical naval installations, strategic assets, and high-value facilities worldwide.
  • E. United States Marine Corps Forces Africa
    United States Marine Corps Forces Africa is the Marine Corps service component responsible for providing and coordinating Marine air-ground task forces in support of U.S. military operations and security cooperation across the African continent.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. Marine Corps units (rotational)
Triple: [Yakima Training Center, garrison, U.S. Marine Corps units (rotational)]
Generated description
U.S. Marine Corps units (rotational) are temporary Marine contingents that cycle through specific installations for scheduled training, exercises, and operational readiness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Marine Corps units (rotational)
Target entity description: U.S. Marine Corps units (rotational) are temporary Marine contingents that cycle through specific installations for scheduled training, exercises, and operational readiness.
  • A. 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.
  • B. United States Marine Corps Reserve
    The United States Marine Corps Reserve is the reserve component of the U.S. Marine Corps, composed of part-time Marines who train regularly and can be mobilized to support active-duty forces in military operations and national emergencies.
  • C. United States Marine Corps Ground Combat Element
    The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
  • D. Marine Corps Security Force Regiment
    The Marine Corps Security Force Regiment is a specialized U.S. Marine Corps unit tasked with providing dedicated security for critical naval installations, strategic assets, and high-value facilities worldwide.
  • E. United States Marine Corps Forces Africa
    United States Marine Corps Forces Africa is the Marine Corps service component responsible for providing and coordinating Marine air-ground task forces in support of U.S. military operations and security cooperation across the African continent.
  • F. None of above. chosen

Provenance (5 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaee704ac8190b4c7f4e0d3a88494 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399421908190a7750e37c89a73f6 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73b5f6d60819099f405d5d97e68e9 completed May 3, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69f73f549af081908ed018a18b3f31f7 completed May 3, 2026, 12:28 p.m.
Created at: April 9, 2026, 9:40 p.m.