Triple

T16513048

Position	Surface form	Disambiguated ID	Type / Status
Subject	Armed Forces of Uzbekistan	`E401109`	entity
Predicate	hasAcademy	`P1199`	FINISHED
Object	Academy of the Armed Forces of Uzbekistan The Academy of the Armed Forces of Uzbekistan is the country’s premier military higher-education institution, responsible for training and educating officers for service in Uzbekistan’s armed forces.	`E1218389`	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: Academy of the Armed Forces of Uzbekistan | Statement: [Armed Forces of Uzbekistan, hasAcademy, Academy of the Armed Forces of Uzbekistan]

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

Target entity: Academy of the Armed Forces of Uzbekistan
Context triple: [Armed Forces of Uzbekistan, hasAcademy, Academy of the Armed Forces of Uzbekistan]

A. Ministry of Defense of Uzbekistan
The Ministry of Defense of Uzbekistan is the government body responsible for overseeing the country's armed forces, military policy, and national defense strategy.
B. Military Institute of Land Forces of Kazakhstan
The Military Institute of Land Forces of Kazakhstan is a higher military educational institution responsible for training and commissioning officers for the Kazakh Army’s ground forces.
C. Armed Forces of Uzbekistan
The Armed Forces of Uzbekistan are the military organization responsible for defending the Republic of Uzbekistan, comprising its army, air and air defense forces, and other security branches.
D. 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.
E. National Defence University of Kazakhstan
The National Defence University of Kazakhstan is the country’s premier military higher education institution, responsible for training and educating officers and defense specialists for the Kazakh armed forces.
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: Academy of the Armed Forces of Uzbekistan
Triple: [Armed Forces of Uzbekistan, hasAcademy, Academy of the Armed Forces of Uzbekistan]

Generated description

The Academy of the Armed Forces of Uzbekistan is the country’s premier military higher-education institution, responsible for training and educating officers for service in Uzbekistan’s armed forces.

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

Target entity: Academy of the Armed Forces of Uzbekistan
Target entity description: The Academy of the Armed Forces of Uzbekistan is the country’s premier military higher-education institution, responsible for training and educating officers for service in Uzbekistan’s armed forces.

A. Ministry of Defense of Uzbekistan
The Ministry of Defense of Uzbekistan is the government body responsible for overseeing the country's armed forces, military policy, and national defense strategy.
B. Military Institute of Land Forces of Kazakhstan
The Military Institute of Land Forces of Kazakhstan is a higher military educational institution responsible for training and commissioning officers for the Kazakh Army’s ground forces.
C. Armed Forces of Uzbekistan
The Armed Forces of Uzbekistan are the military organization responsible for defending the Republic of Uzbekistan, comprising its army, air and air defense forces, and other security branches.
D. 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.
E. National Defence University of Kazakhstan
The National Defence University of Kazakhstan is the country’s premier military higher education institution, responsible for training and educating officers and defense specialists for the Kazakh armed forces.
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_69d88381f6148190819958a038be990e`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e32e78d4848190a55de9902115b1b2`	completed	April 18, 2026, 7:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0060827d988190b2c0c075a49dfde8`	completed	May 10, 2026, 10:40 a.m.
NEDg	Description generation	`batch_6a006133a9148190af5bc0cec8ad6695`	completed	May 10, 2026, 10:42 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0061c85d5481909628c2fddbcf0d54`	completed	May 10, 2026, 10:45 a.m.

Created at: April 10, 2026, 5:14 a.m.