Triple

T2169023
Position Surface form Disambiguated ID Type / Status
Subject Ermita E46978 entity
Predicate hasLandmark P105 FINISHED
Object 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.
E241704 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: Technological University of the Philippines | Statement: [Ermita, hasLandmark, Technological University of the Philippines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Technological University of the Philippines
Context triple: [Ermita, hasLandmark, Technological University of the Philippines]
  • A. 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.
  • B. University of the Philippines
    The University of the Philippines is the Philippines’ premier national public research university system, renowned for its academic excellence, selective admissions, and significant role in the country’s intellectual and socio-political life.
  • C. Philippine Normal University
    Philippine Normal University is a premier state institution in the Philippines specializing in teacher education and the professional development of educators.
  • D. University of the Philippines Los Baños campus
    The University of the Philippines Los Baños campus is a major Philippine higher education and research hub in Laguna known for its strong programs in agriculture, forestry, and environmental science.
  • E. University of Santo Tomas
    The University of Santo Tomas is a historic and prestigious Catholic university in Manila, Philippines, recognized as one of Asia’s oldest existing universities and a major center for higher education in the country.
  • 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: Technological University of the Philippines
Triple: [Ermita, hasLandmark, Technological University of the Philippines]
Generated description
The Technological University of the Philippines is a state university in Manila known for its engineering, industrial technology, and technical-vocational education programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Technological University of the Philippines
Target entity description: The Technological University of the Philippines is a state university in Manila known for its engineering, industrial technology, and technical-vocational education programs.
  • A. 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.
  • B. University of the Philippines
    The University of the Philippines is the Philippines’ premier national public research university system, renowned for its academic excellence, selective admissions, and significant role in the country’s intellectual and socio-political life.
  • C. Philippine Normal University
    Philippine Normal University is a premier state institution in the Philippines specializing in teacher education and the professional development of educators.
  • D. University of the Philippines Los Baños campus
    The University of the Philippines Los Baños campus is a major Philippine higher education and research hub in Laguna known for its strong programs in agriculture, forestry, and environmental science.
  • E. University of Santo Tomas
    The University of Santo Tomas is a historic and prestigious Catholic university in Manila, Philippines, recognized as one of Asia’s oldest existing universities and a major center for higher education in the country.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeadaed481908d6afa942d7155b8 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9a74e081909d8945fe03c8d0fa completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea4edcc81908829e4bd64ce0aea completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.