Triple

T326588
Position Surface form Disambiguated ID Type / Status
Subject Air Defense Artillery Branch E6532 entity
Predicate parentBranch P11444 FINISHED
Object United States Army Combat Arms
The United States Army Combat Arms comprises the primary fighting branches responsible for directly engaging and destroying enemy forces on the battlefield.
E2704 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: United States Army Combat Arms | Statement: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army Combat Arms
Context triple: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
  • A. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • B. Infantry Branch
    The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
  • C. 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.
  • D. U.S. Army Special Operations Command
    The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
  • E. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • 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 Army Combat Arms
Triple: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
Generated description
The United States Army Combat Arms comprises the primary fighting branches responsible for directly engaging and destroying enemy forces on the battlefield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army Combat Arms
Target entity description: The United States Army Combat Arms comprises the primary fighting branches responsible for directly engaging and destroying enemy forces on the battlefield.
  • A. U.S. Army Training and Doctrine Command
    The U.S. Army Training and Doctrine Command is a major Army command responsible for developing doctrine, training, and organizational concepts that shape how the Army prepares for and conducts operations.
  • B. Infantry Branch chosen
    The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
  • C. 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.
  • D. U.S. Army Special Operations Command
    The U.S. Army Special Operations Command is the Army’s primary headquarters for organizing, training, and deploying elite special operations forces for missions worldwide.
  • E. United States Army Rangers
    The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: parentBranch
Context triple: [Air Defense Artillery Branch, parentBranch, United States Army Combat Arms]
  • A. openedAsBranchOf
    Indicates that one entity was established and began operating as a branch or subsidiary location of another entity.
  • B. branchPosition
    Indicates the relative location or placement of something along a branch.
  • C. involvedBranch
    Indicates that a particular branch (such as a location, division, or sub-unit) participates in, is associated with, or plays a role in the referenced event, process, or relationship.
  • D. branchType
    Indicates the specific kind or category of branch that an entity belongs to or is associated with.
  • E. isUniqueBranchOf
    Indicates that one branch is the sole or distinct sub-branch associated with a particular parent entity or structure.
  • 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_69a2e7933d6c8190bb2592ad13286ef2 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea974d8481908c7d84f72a7728b6 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3cfedb8a4819085970bddbd8ff9c1 completed March 1, 2026, 5:34 a.m.
NEDg Description generation batch_69a3d0575f588190990388e957d78847 completed March 1, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69a3d0e13d3c8190b5618ddb66492f41 completed March 1, 2026, 5:38 a.m.
PD Predicate disambiguation batch_69a2e94aab1c8190b8654708c87eeb91 completed Feb. 28, 2026, 1:10 p.m.
PDg Predicate description generation batch_69a2ea09a5e881908b313cb37409a4f9 completed Feb. 28, 2026, 1:13 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.