Triple

T4108055

Position	Surface form	Disambiguated ID	Type / Status
Subject	Nueva Ecija	`E88501`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	Central Luzon State University Central Luzon State University is a prominent public university in the Philippines known for its strong programs and research in agriculture, fisheries, and related sciences.	`E413974`	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: Central Luzon State University | Statement: [Nueva Ecija, hasEducationalInstitution, Central Luzon State University]

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

Target entity: Central Luzon State University
Context triple: [Nueva Ecija, hasEducationalInstitution, Central Luzon State University]

A. Central Philippine University
Central Philippine University is a private Christian university in Iloilo City, Philippines, known for its strong academic programs and historic role in higher education in the Visayas region.
B. Lyceum of the Philippines University
Lyceum of the Philippines University is a private higher education institution in Manila known for its strong programs in international relations, tourism, business, and maritime education.
C. West Visayas State University
West Visayas State University is a public higher education institution in Iloilo, Philippines, known for its strong programs in teacher education, health sciences, and research in the Western Visayas region.
D. Bicol State College of Applied Sciences and Technology
Bicol State College of Applied Sciences and Technology is a public higher education institution in Naga City, Philippines, specializing in applied sciences, technology, and related professional fields.
E. Negros Oriental State University
Negros Oriental State University is a public higher education institution in the Philippines known for offering a wide range of undergraduate and graduate programs, particularly serving the Central Visayas region.
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: Central Luzon State University
Triple: [Nueva Ecija, hasEducationalInstitution, Central Luzon State University]

Generated description

Central Luzon State University is a prominent public university in the Philippines known for its strong programs and research in agriculture, fisheries, and related sciences.

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

Target entity: Central Luzon State University
Target entity description: Central Luzon State University is a prominent public university in the Philippines known for its strong programs and research in agriculture, fisheries, and related sciences.

A. Central Philippine University
Central Philippine University is a private Christian university in Iloilo City, Philippines, known for its strong academic programs and historic role in higher education in the Visayas region.
B. Lyceum of the Philippines University
Lyceum of the Philippines University is a private higher education institution in Manila known for its strong programs in international relations, tourism, business, and maritime education.
C. West Visayas State University
West Visayas State University is a public higher education institution in Iloilo, Philippines, known for its strong programs in teacher education, health sciences, and research in the Western Visayas region.
D. Bicol State College of Applied Sciences and Technology
Bicol State College of Applied Sciences and Technology is a public higher education institution in Naga City, Philippines, specializing in applied sciences, technology, and related professional fields.
E. Negros Oriental State University
Negros Oriental State University is a public higher education institution in the Philippines known for offering a wide range of undergraduate and graduate programs, particularly serving the Central Visayas region.
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_69aed9484fb881909146f4c772ad277c`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af019e23c481909578eba1c9270282`	completed	March 9, 2026, 5:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b56b8240248190afd026a450958d4c`	completed	March 14, 2026, 2:06 p.m.
NEDg	Description generation	`batch_69b56cbf12348190836f79e509468a3d`	completed	March 14, 2026, 2:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69b570aef9008190bf8ef2deb00178ae`	completed	March 14, 2026, 2:29 p.m.

Created at: March 9, 2026, 3:40 p.m.