Triple

T4748707
Position Surface form Disambiguated ID Type / Status
Subject Fort Leonard Wood, Missouri E105424 entity
Predicate houses P1643 FINISHED
Object United States Army Chemical, Biological, Radiological and Nuclear School
The United States Army Chemical, Biological, Radiological and Nuclear School is the Army’s primary training and doctrine institution for preparing soldiers to operate in and defend against chemical, biological, radiological, and nuclear threats.
E467849 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: United States Army Chemical, Biological, Radiological and Nuclear School | Statement: [Fort Leonard Wood, Missouri, houses, United States Army Chemical, Biological, Radiological and Nuclear School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army Chemical, Biological, Radiological and Nuclear School
Context triple: [Fort Leonard Wood, Missouri, houses, United States Army Chemical, Biological, Radiological and Nuclear School]
  • A. Army Space and Missile Defense School
    The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
  • B. U.S. Army Chemical Materials Activity
    The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
  • C. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • 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. U.S. Army Ordnance School
    The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
  • 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 Chemical, Biological, Radiological and Nuclear School
Triple: [Fort Leonard Wood, Missouri, houses, United States Army Chemical, Biological, Radiological and Nuclear School]
Generated description
The United States Army Chemical, Biological, Radiological and Nuclear School is the Army’s primary training and doctrine institution for preparing soldiers to operate in and defend against chemical, biological, radiological, and nuclear threats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army Chemical, Biological, Radiological and Nuclear School
Target entity description: The United States Army Chemical, Biological, Radiological and Nuclear School is the Army’s primary training and doctrine institution for preparing soldiers to operate in and defend against chemical, biological, radiological, and nuclear threats.
  • A. Army Space and Missile Defense School
    The Army Space and Missile Defense School is a U.S. Army training institution that educates soldiers and leaders in space operations, missile defense, and related warfighting capabilities.
  • B. U.S. Army Chemical Materials Activity
    The U.S. Army Chemical Materials Activity is a U.S. Army organization responsible for the safe storage, monitoring, and destruction of the nation’s chemical weapons stockpiles and related materials.
  • C. U.S. Army John F. Kennedy Special Warfare Center and School
    The U.S. Army John F. Kennedy Special Warfare Center and School is the Army’s premier institution for training and educating Special Forces, Civil Affairs, and Psychological Operations soldiers in special operations skills and doctrine.
  • 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. U.S. Army Ordnance School
    The U.S. Army Ordnance School is a military training institution responsible for educating and training soldiers in ordnance-related specialties such as munitions, explosives, and maintenance support.
  • 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_69bd43f07fa48190954317d01600994a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64c6f5ac81908a62f9c17e77ac86 completed March 20, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a4e0844819098bb9abb05094a89 completed March 21, 2026, 6:27 a.m.
NEDg Description generation batch_69be3c9f8e048190a951b26c36cb7b23 completed March 21, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_69be3d232b888190a0fd64c55a18eb48 completed March 21, 2026, 6:39 a.m.
Created at: March 20, 2026, 1:20 p.m.