Triple

T4124157
Position Surface form Disambiguated ID Type / Status
Subject Morón Air Base E92683 entity
Predicate hostsUnit P3556 FINISHED
Object USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa
USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa is a forward-deployed, rapidly deployable Marine Corps unit designed to provide crisis response, security, and contingency support across the African theater.
E416373 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: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa | Statement: [Morón Air Base, hostsUnit, USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa
Context triple: [Morón Air Base, hostsUnit, USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa]
  • A. Special Operations Command Africa
    Special Operations Command Africa is the U.S. military headquarters responsible for planning and conducting special operations missions across the African continent.
  • B. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • C. 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.
  • D. Marine Air-Ground Task Forces
    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.
  • E. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • 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: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa
Triple: [Morón Air Base, hostsUnit, USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa]
Generated description
USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa is a forward-deployed, rapidly deployable Marine Corps unit designed to provide crisis response, security, and contingency support across the African theater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa
Target entity description: USMC Special Purpose Marine Air-Ground Task Force – Crisis Response – Africa is a forward-deployed, rapidly deployable Marine Corps unit designed to provide crisis response, security, and contingency support across the African theater.
  • A. Special Operations Command Africa
    Special Operations Command Africa is the U.S. military headquarters responsible for planning and conducting special operations missions across the African continent.
  • B. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • C. 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.
  • D. Marine Air-Ground Task Forces
    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.
  • E. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af0208903c8190a7f451a455d3e253 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576b405548190affdd8bb108995b1 completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577653214819093396a8601e52245 completed March 14, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69b57b90cb308190ba102f999795829c completed March 14, 2026, 3:15 p.m.
Created at: March 9, 2026, 3:41 p.m.