Triple

T8586782

Position	Surface form	Disambiguated ID	Type / Status
Subject	NDU	`E203324`	entity
Predicate	mayReferTo	`P37`	FINISHED
Object	National Defence University, Malaysia National Defence University, Malaysia is a premier Malaysian military institution of higher learning that provides academic and professional education for the nation’s armed forces and related security sectors.	`E746149`	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: National Defence University, Malaysia | Statement: [NDU, mayReferTo, National Defence University, Malaysia]

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

Target entity: National Defence University, Malaysia
Context triple: [NDU, mayReferTo, National Defence University, Malaysia]

A. Indonesian Military Academy
The Indonesian Military Academy is Indonesia’s premier officer training institution that educates and commissions future leaders of the Indonesian Army.
B. National Defence University
The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
C. National Defence University Pakistan
National Defence University Pakistan is the premier higher education and professional military institution of the Pakistan Armed Forces, specializing in national security, defense studies, and strategic leadership training.
D. Royal Malaysian Navy College
Royal Malaysian Navy College is the principal educational and training institution responsible for preparing officers and sailors for service in Malaysia’s naval forces.
E. National Defense College of the Philippines
The National Defense College of the Philippines is the country’s premier institution for higher military and strategic studies, training senior military officers, government officials, and security professionals in national defense and security policy.
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: National Defence University, Malaysia
Triple: [NDU, mayReferTo, National Defence University, Malaysia]

Generated description

National Defence University, Malaysia is a premier Malaysian military institution of higher learning that provides academic and professional education for the nation’s armed forces and related security sectors.

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

Target entity: National Defence University, Malaysia
Target entity description: National Defence University, Malaysia is a premier Malaysian military institution of higher learning that provides academic and professional education for the nation’s armed forces and related security sectors.

A. Indonesian Military Academy
The Indonesian Military Academy is Indonesia’s premier officer training institution that educates and commissions future leaders of the Indonesian Army.
B. National Defence University
The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
C. National Defence University Pakistan
National Defence University Pakistan is the premier higher education and professional military institution of the Pakistan Armed Forces, specializing in national security, defense studies, and strategic leadership training.
D. Royal Malaysian Navy College
Royal Malaysian Navy College is the principal educational and training institution responsible for preparing officers and sailors for service in Malaysia’s naval forces.
E. National Defense College of the Philippines
The National Defense College of the Philippines is the country’s premier institution for higher military and strategic studies, training senior military officers, government officials, and security professionals in national defense and security policy.
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_69ca8329bb7c8190a63c643730839103`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cc457be9b88190bd9a2fc32350c31e`	completed	March 31, 2026, 10:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cea8a51db0819097ec0f70bee31539`	completed	April 2, 2026, 5:34 p.m.
NEDg	Description generation	`batch_69cea996a5c48190a12ffe8e282d2d9c`	completed	April 2, 2026, 5:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69ceadb2d52c8190aada1d797753663e`	completed	April 2, 2026, 5:56 p.m.

Created at: March 30, 2026, 6:23 p.m.