Triple

T8838703

Position	Surface form	Disambiguated ID	Type / Status
Subject	Universiti Teknologi MARA	`E210331`	entity
Predicate	formerName	`P65`	FINISHED
Object	RIDA Training Centre RIDA Training Centre was the original training institution that later evolved into Universiti Teknologi MARA, a major public university in Malaysia.	`E761403`	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: RIDA Training Centre | Statement: [Universiti Teknologi MARA, formerName, RIDA Training Centre]

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

Target entity: RIDA Training Centre
Context triple: [Universiti Teknologi MARA, formerName, RIDA Training Centre]

A. Glynco Training Center
Glynco Training Center is a major Federal Law Enforcement Training Centers (FLETC) campus in Georgia that provides basic and advanced training for numerous U.S. federal, state, and local law enforcement agencies.
B. Interagency Training Center
The Interagency Training Center was a U.S. federal facility that provided specialized law enforcement and security training to multiple government agencies before its functions were assumed by the Federal Law Enforcement Training Centers (FLETC).
C. Artesia Training Center
Artesia Training Center is a Federal Law Enforcement Training Centers (FLETC) campus in Artesia, New Mexico that provides basic and advanced training for U.S. federal, state, local, and tribal law enforcement personnel.
D. Yakima Training Center
Yakima Training Center is a large U.S. Army training installation in central Washington State known for its expansive, rugged terrain used for military exercises and weapons training.
E. Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
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: RIDA Training Centre
Triple: [Universiti Teknologi MARA, formerName, RIDA Training Centre]

Generated description

RIDA Training Centre was the original training institution that later evolved into Universiti Teknologi MARA, a major public university in Malaysia.

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

Target entity: RIDA Training Centre
Target entity description: RIDA Training Centre was the original training institution that later evolved into Universiti Teknologi MARA, a major public university in Malaysia.

A. Glynco Training Center
Glynco Training Center is a major Federal Law Enforcement Training Centers (FLETC) campus in Georgia that provides basic and advanced training for numerous U.S. federal, state, and local law enforcement agencies.
B. Interagency Training Center
The Interagency Training Center was a U.S. federal facility that provided specialized law enforcement and security training to multiple government agencies before its functions were assumed by the Federal Law Enforcement Training Centers (FLETC).
C. Artesia Training Center
Artesia Training Center is a Federal Law Enforcement Training Centers (FLETC) campus in Artesia, New Mexico that provides basic and advanced training for U.S. federal, state, local, and tribal law enforcement personnel.
D. Yakima Training Center
Yakima Training Center is a large U.S. Army training installation in central Washington State known for its expansive, rugged terrain used for military exercises and weapons training.
E. Front Sight Firearms Training Institute
Front Sight Firearms Training Institute is a large private firearms training facility near Pahrump, Nevada, offering extensive handgun, rifle, and tactical shooting courses to civilians and professionals.
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_69ca8388549c819095fd94eadefbb007`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc606c60ac8190b2b6bd7f042c02f8`	completed	April 1, 2026, 12:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf89933e8c81909672bcec70f7d5ce`	completed	April 3, 2026, 9:34 a.m.
NEDg	Description generation	`batch_69cf8bb6d7dc8190a91864130513fa4e`	completed	April 3, 2026, 9:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf8ca3e2788190a33fb28132944759`	completed	April 3, 2026, 9:47 a.m.

Created at: March 30, 2026, 6:48 p.m.