Triple

T11388078

Position	Surface form	Disambiguated ID	Type / Status
Subject	Soviet military academies	`E269758`	entity
Predicate	hadBranch	`P1185`	FINISHED
Object	Malinovsky Armored Forces Academy Malinovsky Armored Forces Academy was a premier Soviet higher military educational institution specializing in the training of officers and commanders for armored and mechanized forces.	`E928253`	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: Malinovsky Armored Forces Academy | Statement: [Soviet military academies, hadBranch, Malinovsky Armored Forces Academy]

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

Target entity: Malinovsky Armored Forces Academy
Context triple: [Soviet military academies, hadBranch, Malinovsky Armored Forces Academy]

A. Voroshilov General Staff Academy
The Voroshilov General Staff Academy was the Soviet Union’s premier higher military education institution, responsible for preparing senior officers for high-level command and staff positions.
B. 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.
C. Peter the Great Strategic Missile Forces Academy
Peter the Great Strategic Missile Forces Academy is a premier Russian military higher-education institution specializing in the training and research of strategic missile forces and related technologies.
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. Zhukovsky Air Force Engineering Academy
Zhukovsky Air Force Engineering Academy was a leading Soviet and Russian military aviation engineering institution renowned for training many of the country’s top aircraft designers and aerospace specialists.
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: Malinovsky Armored Forces Academy
Triple: [Soviet military academies, hadBranch, Malinovsky Armored Forces Academy]

Generated description

Malinovsky Armored Forces Academy was a premier Soviet higher military educational institution specializing in the training of officers and commanders for armored and mechanized forces.

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

Target entity: Malinovsky Armored Forces Academy
Target entity description: Malinovsky Armored Forces Academy was a premier Soviet higher military educational institution specializing in the training of officers and commanders for armored and mechanized forces.

A. Voroshilov General Staff Academy
The Voroshilov General Staff Academy was the Soviet Union’s premier higher military education institution, responsible for preparing senior officers for high-level command and staff positions.
B. 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.
C. Peter the Great Strategic Missile Forces Academy
Peter the Great Strategic Missile Forces Academy is a premier Russian military higher-education institution specializing in the training and research of strategic missile forces and related technologies.
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. Zhukovsky Air Force Engineering Academy
Zhukovsky Air Force Engineering Academy was a leading Soviet and Russian military aviation engineering institution renowned for training many of the country’s top aircraft designers and aerospace specialists.
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_69e603d2320c81909ed6946c7b7dfb36`	completed	April 20, 2026, 10:45 a.m.
NEDg	Description generation	`batch_69e610a07bf881908de79850edb9576f`	completed	April 20, 2026, 11:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69e617fdaaa88190a1860fb00309596b`	completed	April 20, 2026, 12:11 p.m.

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