Triple

T17045758
Position Surface form Disambiguated ID Type / Status
Subject Baliuag E413563 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Baliuag Polytechnic College
Baliuag Polytechnic College is a public higher education institution in Baliuag, Philippines, offering technical, vocational, and degree programs to local and regional students.
E1249438 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: Baliuag Polytechnic College | Statement: [Baliuag, hasEducationalInstitution, Baliuag Polytechnic College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baliuag Polytechnic College
Context triple: [Baliuag, hasEducationalInstitution, Baliuag Polytechnic College]
  • A. Baliuag University
    Baliuag University is a private higher education institution in Baliuag, Bulacan, Philippines, offering a range of undergraduate and graduate programs.
  • B. Bicol State College of Applied Sciences and Technology
    Bicol State College of Applied Sciences and Technology is a public higher education institution in Naga City, Philippines, specializing in applied sciences, technology, and related professional fields.
  • 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. Bulacan State University
    Bulacan State University is a public higher education institution in the Philippines known for offering a wide range of undergraduate and graduate programs, particularly in teacher education, engineering, and business.
  • E. Andres Bonifacio College
    Andres Bonifacio College is a private higher education institution in Dipolog City, Philippines, offering a range of tertiary academic 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: Baliuag Polytechnic College
Triple: [Baliuag, hasEducationalInstitution, Baliuag Polytechnic College]
Generated description
Baliuag Polytechnic College is a public higher education institution in Baliuag, Philippines, offering technical, vocational, and degree programs to local and regional students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baliuag Polytechnic College
Target entity description: Baliuag Polytechnic College is a public higher education institution in Baliuag, Philippines, offering technical, vocational, and degree programs to local and regional students.
  • A. Baliuag University
    Baliuag University is a private higher education institution in Baliuag, Bulacan, Philippines, offering a range of undergraduate and graduate programs.
  • B. Bicol State College of Applied Sciences and Technology
    Bicol State College of Applied Sciences and Technology is a public higher education institution in Naga City, Philippines, specializing in applied sciences, technology, and related professional fields.
  • 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. Bulacan State University
    Bulacan State University is a public higher education institution in the Philippines known for offering a wide range of undergraduate and graduate programs, particularly in teacher education, engineering, and business.
  • E. Andres Bonifacio College
    Andres Bonifacio College is a private higher education institution in Dipolog City, Philippines, offering a range of tertiary academic 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3da9d7e988190a5e3991c7123f9b0 completed April 18, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed472d48190bc6aed49464dc1ff completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012fe2a1b081909483baef845cc2c1 completed May 11, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0130c2ad9881909d8a8b64ebb59aa6 completed May 11, 2026, 1:28 a.m.
Created at: April 10, 2026, 5:33 a.m.