Triple

T5745231

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cagayan de Oro	`E126715`	entity
Predicate	hasUniversity	`P113`	FINISHED
Object	University of Science and Technology of Southern Philippines The University of Science and Technology of Southern Philippines is a public higher education institution in the Philippines specializing in science, technology, engineering, and related applied fields.	`E546118`	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: University of Science and Technology of Southern Philippines | Statement: [Cagayan de Oro, hasUniversity, University of Science and Technology of Southern Philippines]

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

Target entity: University of Science and Technology of Southern Philippines
Context triple: [Cagayan de Oro, hasUniversity, University of Science and Technology of Southern Philippines]

A. Iloilo Science and Technology University
Iloilo Science and Technology University is a public higher education institution in Iloilo City, Philippines, specializing in science, engineering, and technology programs.
B. Technological University of the Philippines
The Technological University of the Philippines is a state university in Manila known for its engineering, industrial technology, and technical-vocational education programs.
C. Carlos Hilado Memorial State University
Carlos Hilado Memorial State University is a public higher education institution in Bacolod, Philippines, offering a range of undergraduate and graduate programs.
D. University of Iloilo
The University of Iloilo is a private higher education institution in Iloilo City, Philippines, offering a range of undergraduate and graduate programs.
E. 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.
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: University of Science and Technology of Southern Philippines
Triple: [Cagayan de Oro, hasUniversity, University of Science and Technology of Southern Philippines]

Generated description

The University of Science and Technology of Southern Philippines is a public higher education institution in the Philippines specializing in science, technology, engineering, and related applied fields.

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

Target entity: University of Science and Technology of Southern Philippines
Target entity description: The University of Science and Technology of Southern Philippines is a public higher education institution in the Philippines specializing in science, technology, engineering, and related applied fields.

A. Iloilo Science and Technology University
Iloilo Science and Technology University is a public higher education institution in Iloilo City, Philippines, specializing in science, engineering, and technology programs.
B. Technological University of the Philippines
The Technological University of the Philippines is a state university in Manila known for its engineering, industrial technology, and technical-vocational education programs.
C. Carlos Hilado Memorial State University
Carlos Hilado Memorial State University is a public higher education institution in Bacolod, Philippines, offering a range of undergraduate and graduate programs.
D. University of Iloilo
The University of Iloilo is a private higher education institution in Iloilo City, Philippines, offering a range of undergraduate and graduate programs.
E. 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.
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_69c0083179548190b384b0bf3c08ca4d`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c025883b608190b21523da2afde218`	completed	March 22, 2026, 5:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c07e27ba848190b0c289a804b865cd`	completed	March 22, 2026, 11:41 p.m.
NEDg	Description generation	`batch_69c08d9d479c8190a18f190dcfcadba2`	completed	March 23, 2026, 12:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69c08e3b05a881909892ce776309920d`	completed	March 23, 2026, 12:50 a.m.

Created at: March 22, 2026, 3:48 p.m.