Triple

T9129399

Position	Surface form	Disambiguated ID	Type / Status
Subject	USAJFKSWCS	`E219043`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Civil Affairs School The Civil Affairs School is a U.S. Army training institution that prepares soldiers and officers for civil-military operations, governance support, and engagement with civilian populations in conflict and disaster environments.	`E779367`	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: Civil Affairs School | Statement: [USAJFKSWCS, hasComponent, Civil Affairs School]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Civil Affairs School
Context triple: [USAJFKSWCS, hasComponent, Civil Affairs School]

A. United States Army Military Police School
The United States Army Military Police School is the Army’s primary training and doctrine institution responsible for educating and developing military police soldiers and leaders.
B. U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
C. United States Army Adjutant General School
The United States Army Adjutant General School is a training institution that educates and develops soldiers and officers in human resources, personnel management, and administrative support functions for the Army.
D. U.S. Army Quartermaster School
The U.S. Army Quartermaster School is a training institution responsible for educating and developing soldiers in logistics, supply, and sustainment functions that support Army operations.
E. First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit 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: Civil Affairs School
Triple: [USAJFKSWCS, hasComponent, Civil Affairs School]

Generated description

The Civil Affairs School is a U.S. Army training institution that prepares soldiers and officers for civil-military operations, governance support, and engagement with civilian populations in conflict and disaster environments.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Civil Affairs School
Target entity description: The Civil Affairs School is a U.S. Army training institution that prepares soldiers and officers for civil-military operations, governance support, and engagement with civilian populations in conflict and disaster environments.

A. United States Army Military Police School
The United States Army Military Police School is the Army’s primary training and doctrine institution responsible for educating and developing military police soldiers and leaders.
B. U.S. Army Signal School
The U.S. Army Signal School is the primary training institution responsible for educating and developing soldiers and leaders in military communications, information systems, and cyber-related signal operations for the U.S. Army.
C. United States Army Adjutant General School
The United States Army Adjutant General School is a training institution that educates and develops soldiers and officers in human resources, personnel management, and administrative support functions for the Army.
D. U.S. Army Quartermaster School
The U.S. Army Quartermaster School is a training institution responsible for educating and developing soldiers in logistics, supply, and sustainment functions that support Army operations.
E. First Sergeant Academy
The First Sergeant Academy is a professional military education institution that prepares senior noncommissioned officers to serve as first sergeants, focusing on leadership, discipline, and unit readiness.
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_69ca83debfc0819095800583e97ab10f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cca8cc85b081908ee80db0e3b7df15`	completed	April 1, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d030a934988190976aa359f9f902c3`	completed	April 3, 2026, 9:27 p.m.
NEDg	Description generation	`batch_69d032a7d9808190a4b3be86e49afb22`	completed	April 3, 2026, 9:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69d0337057048190af062152688599a1`	completed	April 3, 2026, 9:38 p.m.

Created at: March 30, 2026, 7:18 p.m.