Triple

T11388082

Position	Surface form	Disambiguated ID	Type / Status
Subject	Soviet military academies	`E269758`	entity
Predicate	hadBranch	`P1185`	FINISHED
Object	Military Academy of Chemical Defense The Military Academy of Chemical Defense was a specialized Soviet higher military educational institution focused on training officers and conducting research in chemical, biological, and radiological defense.	`E923417`	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: Military Academy of Chemical Defense | Statement: [Soviet military academies, hadBranch, Military Academy of Chemical Defense]

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

Target entity: Military Academy of Chemical Defense
Context triple: [Soviet military academies, hadBranch, Military Academy of Chemical Defense]

A. 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.
B. Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
C. Military Collegium
The Military Collegium is a specialized judicial body within Russia’s highest court system that handles cases involving military personnel and matters of military justice.
D. Dzerzhinsky Artillery Academy
Dzerzhinsky Artillery Academy was a premier Soviet military higher-education institution specializing in the advanced training of artillery and missile officers.
E. Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
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: Military Academy of Chemical Defense
Triple: [Soviet military academies, hadBranch, Military Academy of Chemical Defense]

Generated description

The Military Academy of Chemical Defense was a specialized Soviet higher military educational institution focused on training officers and conducting research in chemical, biological, and radiological defense.

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

Target entity: Military Academy of Chemical Defense
Target entity description: The Military Academy of Chemical Defense was a specialized Soviet higher military educational institution focused on training officers and conducting research in chemical, biological, and radiological defense.

A. 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.
B. Heroic Military College
Heroic Military College is a prestigious Mexican military academy known for training army officers and for the cadets who famously defended Chapultepec Castle during the Mexican–American War.
C. Military Collegium
The Military Collegium is a specialized judicial body within Russia’s highest court system that handles cases involving military personnel and matters of military justice.
D. Dzerzhinsky Artillery Academy
Dzerzhinsky Artillery Academy was a premier Soviet military higher-education institution specializing in the advanced training of artillery and missile officers.
E. Frunze Military Academy
Frunze Military Academy was a premier Soviet higher military education institution that trained mid- and senior-level officers in operational and strategic command.
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_69d6aacdbc6c8190af6dc3d5f5d22836`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7fc389d4c81909515a5c8b0099c36`	completed	April 9, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e58c672da48190affacc0f19ef0c7a`	completed	April 20, 2026, 2:16 a.m.
NEDg	Description generation	`batch_69e59774e6648190a38b2515a83c2e0c`	completed	April 20, 2026, 3:03 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5a3abf24481908fb71f4ef6b13532`	completed	April 20, 2026, 3:55 a.m.

Created at: April 8, 2026, 9:34 p.m.