Triple

T4636447
Position Surface form Disambiguated ID Type / Status
Subject Baguio E101543 entity
Predicate hasUniversity P113 FINISHED
Object University of Baguio
The University of Baguio is a private higher education institution in Baguio City, Philippines, known for its diverse academic programs and strong regional presence.
 E459794 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 Baguio | Statement: [Baguio, hasUniversity, University of Baguio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Baguio
Context triple: [Baguio, hasUniversity, University of Baguio]
  • A. University of the Philippines Baguio
    The University of the Philippines Baguio is a constituent campus of the national University of the Philippines system, known for its strong programs in the arts, sciences, and Cordillera studies.
  • B. University of Manila
    The University of Manila is a private higher education institution in Manila, Philippines, known for educating notable Filipino figures including former President Manuel Roxas.
  • C. University of the Philippines Manila
    The University of the Philippines Manila is the health sciences center and one of the constituent universities of the national university system of the Philippines, known for its leading medical and research programs.
  • D. Philippine Normal University
    Philippine Normal University is a premier state institution in the Philippines specializing in teacher education and the professional development of educators.
  • 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 Baguio
Triple: [Baguio, hasUniversity, University of Baguio]
Generated description
The University of Baguio is a private higher education institution in Baguio City, Philippines, known for its diverse academic programs and strong regional presence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Baguio
Target entity description: The University of Baguio is a private higher education institution in Baguio City, Philippines, known for its diverse academic programs and strong regional presence.
  • A. University of the Philippines Baguio
    The University of the Philippines Baguio is a constituent campus of the national University of the Philippines system, known for its strong programs in the arts, sciences, and Cordillera studies.
  • B. University of Manila
    The University of Manila is a private higher education institution in Manila, Philippines, known for educating notable Filipino figures including former President Manuel Roxas.
  • C. University of the Philippines Manila
    The University of the Philippines Manila is the health sciences center and one of the constituent universities of the national university system of the Philippines, known for its leading medical and research programs.
  • D. Philippine Normal University
    Philippine Normal University is a premier state institution in the Philippines specializing in teacher education and the professional development of educators.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a62a9e48190b0cf1cbcc51f00c0 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be0368d2748190bc8560ecb16e1997 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be042adb8c8190b6889c3a5b9c18cc completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be048f7d7881908ab19bd37c92b423 completed March 21, 2026, 2:38 a.m.
Created at: March 20, 2026, 1:13 p.m.