Triple

T5745233
Position Surface form Disambiguated ID Type / Status
Subject Cagayan de Oro E126715 entity
Predicate hasUniversity P113 FINISHED
Object Liceo de Cagayan University
Liceo de Cagayan University is a private higher education institution in Cagayan de Oro City, Philippines, offering a wide range of undergraduate and graduate programs.
E546120 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: Liceo de Cagayan University | Statement: [Cagayan de Oro, hasUniversity, Liceo de Cagayan University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liceo de Cagayan University
Context triple: [Cagayan de Oro, hasUniversity, Liceo de Cagayan University]
  • A. José Rizal College
    José Rizal College is a Philippine higher education institution known for producing prominent public figures, including former President Ramon Magsaysay.
  • B. Caraga State University
    Caraga State University is a public higher education institution in the Caraga region of the Philippines, known for its programs in science, technology, engineering, and environmental studies.
  • C. 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.
  • D. Centro Escolar University Makati
    Centro Escolar University Makati is a private campus of Centro Escolar University in Makati, Philippines, offering a range of undergraduate and graduate programs in fields such as health sciences, business, and law.
  • E. 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.
  • 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: Liceo de Cagayan University
Triple: [Cagayan de Oro, hasUniversity, Liceo de Cagayan University]
Generated description
Liceo de Cagayan University is a private higher education institution in Cagayan de Oro City, Philippines, offering a wide range of undergraduate and graduate programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liceo de Cagayan University
Target entity description: Liceo de Cagayan University is a private higher education institution in Cagayan de Oro City, Philippines, offering a wide range of undergraduate and graduate programs.
  • A. José Rizal College
    José Rizal College is a Philippine higher education institution known for producing prominent public figures, including former President Ramon Magsaysay.
  • B. Caraga State University
    Caraga State University is a public higher education institution in the Caraga region of the Philippines, known for its programs in science, technology, engineering, and environmental studies.
  • C. 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.
  • D. Centro Escolar University Makati
    Centro Escolar University Makati is a private campus of Centro Escolar University in Makati, Philippines, offering a range of undergraduate and graduate programs in fields such as health sciences, business, and law.
  • E. 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.
  • 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.