Triple

T13534055
Position Surface form Disambiguated ID Type / Status
Subject Dipolog E323212 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Andres Bonifacio College
Andres Bonifacio College is a private higher education institution in Dipolog City, Philippines, offering a range of tertiary academic programs.
 E1181972 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: Andres Bonifacio College | Statement: [Dipolog, hasHigherEducationInstitution, Andres Bonifacio College]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andres Bonifacio College
Context triple: [Dipolog, hasHigherEducationInstitution, Andres Bonifacio College]
  • 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. Central Colleges of the Philippines
    Central Colleges of the Philippines is a private higher education institution in Manila known for its engineering, architecture, and business programs.
  • C. Mariano Marcos State University
    Mariano Marcos State University is a public higher education institution in the Philippines known for its programs in agriculture, fisheries, engineering, and teacher education, primarily serving the Ilocos Norte region.
  • D. 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.
  • E. 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.
  • 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: Andres Bonifacio College
Triple: [Dipolog, hasHigherEducationInstitution, Andres Bonifacio College]
Generated description
Andres Bonifacio College is a private higher education institution in Dipolog City, Philippines, offering a range of tertiary academic programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andres Bonifacio College
Target entity description: Andres Bonifacio College is a private higher education institution in Dipolog City, Philippines, offering a range of tertiary academic 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. Central Colleges of the Philippines
    Central Colleges of the Philippines is a private higher education institution in Manila known for its engineering, architecture, and business programs.
  • C. Mariano Marcos State University
    Mariano Marcos State University is a public higher education institution in the Philippines known for its programs in agriculture, fisheries, engineering, and teacher education, primarily serving the Ilocos Norte region.
  • D. 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.
  • E. 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.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa92635b08190a333702bec5b94e9 completed May 9, 2026, 9:37 p.m.
NEDg Description generation batch_69ffaae751108190af653b2c9b9d3b8b completed May 9, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69ffab58e7e481908a13b739e0401b8b completed May 9, 2026, 9:47 p.m.
Created at: April 9, 2026, 9:44 p.m.