Triple

T561959
Position Surface form Disambiguated ID Type / Status
Subject U.S. Africa Command E13470 entity
Predicate hasComponent P35 FINISHED
Object 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.
E73729 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: United States Marine Corps Forces Africa | Statement: [U.S. Africa Command, hasComponent, United States Marine Corps Forces Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps Forces Africa
Context triple: [U.S. Africa Command, hasComponent, United States Marine Corps Forces Africa]
  • A. U.S. Marine Corps Forces Command
    U.S. Marine Corps Forces Command is a major Marine Corps headquarters responsible for providing, training, and equipping Marine forces for deployment and support to combatant commanders worldwide.
  • B. United States Naval Forces Africa
    United States Naval Forces Africa is the U.S. Navy component command responsible for naval operations, security cooperation, and maritime partnerships across the African continent and surrounding waters.
  • C. Marine Corps Forces Special Operations Command
    Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.
  • D. United States Army Africa
    United States Army Africa was the U.S. Army’s component command responsible for Army operations, security cooperation, and partnership activities across the African continent under U.S. Africa Command.
  • E. 31st Marine Expeditionary Unit
    The 31st Marine Expeditionary Unit is a forward-deployed, amphibious Marine Air-Ground Task Force based in the Indo-Pacific region, specializing in rapid crisis response and expeditionary operations.
  • 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: United States Marine Corps Forces Africa
Triple: [U.S. Africa Command, hasComponent, United States Marine Corps Forces Africa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps Forces Africa
Target entity description: 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.
  • A. U.S. Marine Corps Forces Command
    U.S. Marine Corps Forces Command is a major Marine Corps headquarters responsible for providing, training, and equipping Marine forces for deployment and support to combatant commanders worldwide.
  • B. United States Naval Forces Africa
    United States Naval Forces Africa is the U.S. Navy component command responsible for naval operations, security cooperation, and maritime partnerships across the African continent and surrounding waters.
  • C. Marine Corps Forces Special Operations Command
    Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.
  • D. United States Army Africa
    United States Army Africa was the U.S. Army’s component command responsible for Army operations, security cooperation, and partnership activities across the African continent under U.S. Africa Command.
  • E. 31st Marine Expeditionary Unit
    The 31st Marine Expeditionary Unit is a forward-deployed, amphibious Marine Air-Ground Task Force based in the Indo-Pacific region, specializing in rapid crisis response and expeditionary operations.
  • 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_69a4933edcf08190b35ecfd6014caee6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49a700e608190b235246df057bd9b completed March 1, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51035ebc48190b51f2148cb51a20f completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a511f9da608190b276298b44a0d93e completed March 2, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69a5127183548190a9c4dc153456490a completed March 2, 2026, 4:30 a.m.
Created at: March 1, 2026, 7:32 p.m.