Triple

T5689731
Position Surface form Disambiguated ID Type / Status
Subject United States Army arsenals E125398 entity
Predicate isPartOfDoctrineArea P65963 FINISHED
Object Army sustainment
Army sustainment is the U.S. Army’s overarching logistics and support enterprise that ensures forces are supplied, maintained, and ready to conduct and sustain operations.
E29514 NE FINISHED

How this triple was built (5 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: Army sustainment | Statement: [United States Army arsenals, isPartOfDoctrineArea, Army sustainment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army sustainment
Context triple: [United States Army arsenals, isPartOfDoctrineArea, Army sustainment]
  • A. U.S. Army Sustainment Center of Excellence
    The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
  • B. Logistic Support Command
    The Logistic Support Command is the Spanish Army’s central organization responsible for planning, coordinating, and managing logistics, supply, and maintenance to sustain military operations.
  • C. Special Operations Sustainment units
    Special Operations Sustainment units are specialized logistics and support formations that provide tailored supply, maintenance, transportation, and sustainment capabilities to U.S. special operations forces in complex and austere environments.
  • D. Land Command
    Land Command was a former British Army headquarters responsible for overseeing and directing land forces within the United Kingdom.
  • E. Support and Training Forces
    Support and Training Forces is a branch of the Slovak Armed Forces responsible for providing logistical support, education, and specialized training to military personnel.
  • 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: Army sustainment
Triple: [United States Army arsenals, isPartOfDoctrineArea, Army sustainment]
Generated description
Army sustainment is the U.S. Army’s overarching logistics and support enterprise that ensures forces are supplied, maintained, and ready to conduct and sustain operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army sustainment
Target entity description: Army sustainment is the U.S. Army’s overarching logistics and support enterprise that ensures forces are supplied, maintained, and ready to conduct and sustain operations.
  • A. U.S. Army Sustainment Center of Excellence chosen
    The U.S. Army Sustainment Center of Excellence is a major Army organization responsible for developing doctrine, training, and capabilities for logistics, sustainment, and materiel readiness across the force.
  • B. Logistic Support Command
    The Logistic Support Command is the Spanish Army’s central organization responsible for planning, coordinating, and managing logistics, supply, and maintenance to sustain military operations.
  • C. Special Operations Sustainment units
    Special Operations Sustainment units are specialized logistics and support formations that provide tailored supply, maintenance, transportation, and sustainment capabilities to U.S. special operations forces in complex and austere environments.
  • D. Land Command
    Land Command was a former British Army headquarters responsible for overseeing and directing land forces within the United Kingdom.
  • E. Support and Training Forces
    Support and Training Forces is a branch of the Slovak Armed Forces responsible for providing logistical support, education, and specialized training to military personnel.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isPartOfDoctrineArea
Context triple: [United States Army arsenals, isPartOfDoctrineArea, Army sustainment]
  • A. isRelevantToDoctrine
    Indicates that something has a meaningful connection or applicability to a particular doctrine, principle, or set of beliefs.
  • B. containsDoctrine
    Indicates that one entity includes, embodies, or incorporates the doctrine, principles, or teachings represented by another entity.
  • C. stateDoctrine
    Indicates that a state or government officially endorses, promotes, or is guided by a particular doctrine, ideology, or set of principles.
  • D. citedForDoctrine
    Indicates that one entity is cited as an authoritative source or precedent for a particular doctrine, principle, or rule in relation to another entity.
  • E. keyDoctrine
    Indicates that something is a central or foundational doctrine within a belief system, organization, or theoretical framework.
  • F. None of above. chosen

Provenance (7 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029014588819094a2a0f6f9b66bab completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a47457c8190bc75f11a7f011a8a completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05dc222e88190a1d715392ae24f08 completed March 22, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69c0620ee1848190935f5f78abbed7ba completed March 22, 2026, 9:41 p.m.
PD Predicate disambiguation batch_69c021c0e0408190ab6c3cd3f907e80f completed March 22, 2026, 5:07 p.m.
PDg Predicate description generation batch_69c028fec2bc819083f5dca6a8d9d435 completed March 22, 2026, 5:38 p.m.
Created at: March 22, 2026, 3:44 p.m.