Triple

T1580759
Position Surface form Disambiguated ID Type / Status
Subject United States Medical Department (Army) E33756 entity
Predicate jurisdiction P82 FINISHED
Object U.S. Army personnel
U.S. Army personnel are the soldiers and officers who serve in the land warfare branch of the United States Armed Forces, responsible for ground-based military operations and support roles.
E349 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: U.S. Army personnel | Statement: [United States Medical Department (Army), jurisdiction, U.S. Army personnel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army personnel
Context triple: [United States Medical Department (Army), jurisdiction, U.S. Army personnel]
  • A. 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.
  • B. U.S. Army noncommissioned officers
    U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
  • C. United States Infantry
    The United States Infantry is the primary land combat branch of the U.S. Army, responsible for engaging enemy forces directly on the battlefield through close-quarters and ground-based operations.
  • D. United States Army
    The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
  • E. 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.
  • 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 personnel
Triple: [United States Medical Department (Army), jurisdiction, U.S. Army personnel]
Generated description
U.S. Army personnel are the soldiers and officers who serve in the land warfare branch of the United States Armed Forces, responsible for ground-based military operations and support roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army personnel
Target entity description: U.S. Army personnel are the soldiers and officers who serve in the land warfare branch of the United States Armed Forces, responsible for ground-based military operations and support roles.
  • A. 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.
  • B. U.S. Army noncommissioned officers
    U.S. Army noncommissioned officers are enlisted leaders who serve as the backbone of the Army, responsible for training, leading, and mentoring soldiers while executing commanders’ intent at the tactical level.
  • C. United States Infantry
    The United States Infantry is the primary land combat branch of the U.S. Army, responsible for engaging enemy forces directly on the battlefield through close-quarters and ground-based operations.
  • D. United States Army chosen
    The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
  • E. 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.
  • F. None of above.

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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908d78fe48190b155f85deca59639 completed March 5, 2026, 4:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad403355f4819084a560226a190b8a completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad40e7db808190a94dd9932ea8d6c4 completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad417c2ff48190af8e62a015b45c6b completed March 8, 2026, 9:29 a.m.
Created at: March 4, 2026, 7:27 p.m.