Triple

T11679824
Position Surface form Disambiguated ID Type / Status
Subject Pureza station E277585 entity
Predicate hasNearbyInstitution P6776 FINISHED
Object Polytechnic University of the Philippines
The Polytechnic University of the Philippines is a large state university system known for providing affordable, mass-oriented higher education and producing professionals in fields such as engineering, business, and the arts.
E1159405 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: Polytechnic University of the Philippines | Statement: [Pureza station, hasNearbyInstitution, Polytechnic University of the Philippines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Polytechnic University of the Philippines
Context triple: [Pureza station, hasNearbyInstitution, Polytechnic University of the Philippines]
  • A. 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.
  • B. Mapúa Institute of Technology
    Mapúa Institute of Technology is a prominent private engineering and technological university in Manila, Philippines, renowned for its strong programs in engineering, architecture, and information technology.
  • 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. 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.
  • 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: Polytechnic University of the Philippines
Triple: [Pureza station, hasNearbyInstitution, Polytechnic University of the Philippines]
Generated description
The Polytechnic University of the Philippines is a large state university system known for providing affordable, mass-oriented higher education and producing professionals in fields such as engineering, business, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Polytechnic University of the Philippines
Target entity description: The Polytechnic University of the Philippines is a large state university system known for providing affordable, mass-oriented higher education and producing professionals in fields such as engineering, business, and the arts.
  • A. 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.
  • B. Mapúa Institute of Technology
    Mapúa Institute of Technology is a prominent private engineering and technological university in Manila, Philippines, renowned for its strong programs in engineering, architecture, and information technology.
  • 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. 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.
  • 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_69d6aafd0a448190b44da30af8c6c519 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a461b0908190bef4e1c6777affcf completed April 10, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2ce12e78819080b3fe19c57ef3ef completed May 9, 2026, 12:47 p.m.
NEDg Description generation batch_69ff2ff237a48190a4e4490303ad350d completed May 9, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69ff306f5c1081908176fab3169d6fcb completed May 9, 2026, 1:02 p.m.
Created at: April 8, 2026, 9:40 p.m.