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.