Triple

T159114
Position Surface form Disambiguated ID Type / Status
Subject AGSU E3241 entity
Predicate wearer P271 FINISHED
Object U.S. Army officers
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
E20186 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: U.S. Army officers | Statement: [AGSU, wearer, U.S. Army officers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army officers
Context triple: [AGSU, wearer, U.S. Army officers]
  • A. Senior Officer of the United States Army
    The Senior Officer of the United States Army is the highest-ranking Army leader responsible for overseeing the service’s operations, readiness, and strategic direction under civilian authority.
  • B. Army Staff
    The Army Staff is the senior military leadership body of an army, responsible for planning, directing, and coordinating its operations, organization, and readiness.
  • C. Sergeant Major of the Army
    The Sergeant Major of the Army is the senior enlisted advisor to the U.S. Army Chief of Staff, representing the interests and welfare of all enlisted soldiers.
  • D. Soviet military officers
    Soviet military officers were members of the armed forces of the Soviet Union, ranging from junior commanders to high-ranking generals, who played central roles in the Red Army’s organization, strategy, and political control.
  • E. Assistant Secretaries of the Army
    Assistant Secretaries of the Army are senior civilian officials who oversee major functional areas of the U.S. Department of the Army, such as acquisition, manpower, financial management, and installations, under the authority of the Secretary of the Army.
  • 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. Army officers
Triple: [AGSU, wearer, U.S. Army officers]
Generated description
U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army officers
Target entity description: U.S. Army officers are commissioned leaders in the United States Army responsible for planning, directing, and managing military operations, personnel, and resources.
  • A. Senior Officer of the United States Army
    The Senior Officer of the United States Army is the highest-ranking Army leader responsible for overseeing the service’s operations, readiness, and strategic direction under civilian authority.
  • B. Army Staff
    The Army Staff is the senior military leadership body of an army, responsible for planning, directing, and coordinating its operations, organization, and readiness.
  • C. Sergeant Major of the Army
    The Sergeant Major of the Army is the senior enlisted advisor to the U.S. Army Chief of Staff, representing the interests and welfare of all enlisted soldiers.
  • D. Soviet military officers
    Soviet military officers were members of the armed forces of the Soviet Union, ranging from junior commanders to high-ranking generals, who played central roles in the Red Army’s organization, strategy, and political control.
  • E. Assistant Secretaries of the Army
    Assistant Secretaries of the Army are senior civilian officials who oversee major functional areas of the U.S. Department of the Army, such as acquisition, manpower, financial management, and installations, under the authority of the Secretary of the Army.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: wearer
Context triple: [AGSU, wearer, U.S. Army officers]
  • A. wears chosen
    Indicates that one entity is dressed in, or has on its body, a particular item such as clothing or accessories.
  • B. carriedBy
    Indicates that one entity is physically supported and transported by another entity.
  • C. authorizedHeadgear
    Indicates that a particular item of headgear is officially permitted or approved for use in a given context or by a specific authority.
  • D. usesEquipment
    Indicates that an entity employs or operates a particular piece of equipment to perform an action or fulfill a function.
  • E. usedByPerson
    Indicates that something (such as an object, tool, or resource) is utilized or employed by a person.
  • F. None of above.

Provenance (6 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2583169a0819081b658882e5bc452 completed Feb. 28, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2d732c32881909640c1c7be70e09a completed Feb. 28, 2026, 11:53 a.m.
NEDg Description generation batch_69a2d81b278081909d1c4e152cd2ef2c completed Feb. 28, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69a2d907b3fc8190bb63024feab379f1 completed Feb. 28, 2026, 12:01 p.m.
PD Predicate disambiguation batch_69a25660c2a48190b4174d5e6da3cb9d completed Feb. 28, 2026, 2:43 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.