Triple

T4987899
Position Surface form Disambiguated ID Type / Status
Subject Iloilo City E112048 entity
Predicate hasUniversity P113 FINISHED
Object University of San Agustin
The University of San Agustin is a private Catholic university in Iloilo City, Philippines, known for its Augustinian heritage and comprehensive academic programs in the arts, sciences, and professional fields.
 E484401 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 San Agustin | Statement: [Iloilo City, hasUniversity, University of San Agustin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of San Agustin
Context triple: [Iloilo City, hasUniversity, University of San Agustin]
  • A. 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.
  • B. Colegio de San Juan de Letran
    Colegio de San Juan de Letran is a historic Catholic educational institution in Intramuros, Manila, known as one of the oldest colleges in the Philippines and a prominent cradle of national leaders and clergy.
  • C. Universidad de Sta. Isabel
    Universidad de Sta. Isabel is a historic Catholic higher education institution in Naga City, Philippines, known as one of the oldest schools for women in the country.
  • D. 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.
  • E. St. Paul University Manila
    St. Paul University Manila is a private Catholic higher education institution in Manila, Philippines, administered by the Sisters of St. Paul of Chartres and known for its programs in health sciences, business, and the liberal arts.
  • 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 San Agustin
Triple: [Iloilo City, hasUniversity, University of San Agustin]
Generated description
The University of San Agustin is a private Catholic university in Iloilo City, Philippines, known for its Augustinian heritage and comprehensive academic programs in the arts, sciences, and professional fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of San Agustin
Target entity description: The University of San Agustin is a private Catholic university in Iloilo City, Philippines, known for its Augustinian heritage and comprehensive academic programs in the arts, sciences, and professional fields.
  • A. 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.
  • B. Colegio de San Juan de Letran
    Colegio de San Juan de Letran is a historic Catholic educational institution in Intramuros, Manila, known as one of the oldest colleges in the Philippines and a prominent cradle of national leaders and clergy.
  • C. Universidad de Sta. Isabel
    Universidad de Sta. Isabel is a historic Catholic higher education institution in Naga City, Philippines, known as one of the oldest schools for women in the country.
  • D. 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.
  • E. St. Paul University Manila
    St. Paul University Manila is a private Catholic higher education institution in Manila, Philippines, administered by the Sisters of St. Paul of Chartres and known for its programs in health sciences, business, and the liberal arts.
  • 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_69bd441be7bc8190b530362d427b97d2 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd727d473c8190beea66bf11a826e3 completed March 20, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be8a20a8f88190980409794c90461f completed March 21, 2026, 12:08 p.m.
NEDg Description generation batch_69be8b66c01c81908d5a06e4db395863 completed March 21, 2026, 12:13 p.m.
NED2 Entity disambiguation (via description) batch_69be8be2ab388190b8e4903d299e3a34 completed March 21, 2026, 12:15 p.m.
Created at: March 20, 2026, 1:34 p.m.