Triple

T426229
Position Surface form Disambiguated ID Type / Status
Subject Association of Pacific Rim Universities E9612 entity
Predicate hasMember P10 FINISHED
Object Chulalongkorn University
Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
 E53675 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: Chulalongkorn University | Statement: [Association of Pacific Rim Universities, hasMember, Chulalongkorn University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chulalongkorn University
Context triple: [Association of Pacific Rim Universities, hasMember, Chulalongkorn University]
  • A. Rangoon Arts and Science University
    Rangoon Arts and Science University is a major public university in Yangon, Myanmar, historically known as a leading center for higher education and political activism in the country.
  • B. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • C. University of Tokyo
    The University of Tokyo is Japan’s most prestigious and oldest national research university, renowned for its leading role in higher education, science, and public policy in Japan and worldwide.
  • D. Nagoya University
    Nagoya University is a prestigious Japanese national research university known for its strong science and engineering programs and several Nobel Prize–winning scholars.
  • E. Vietnam National University, Hanoi
    Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
  • 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: Chulalongkorn University
Triple: [Association of Pacific Rim Universities, hasMember, Chulalongkorn University]
Generated description
Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chulalongkorn University
Target entity description: Chulalongkorn University is Thailand’s oldest and one of its most prestigious universities, renowned for its research, academic excellence, and leadership in higher education in Southeast Asia.
  • A. Rangoon Arts and Science University
    Rangoon Arts and Science University is a major public university in Yangon, Myanmar, historically known as a leading center for higher education and political activism in the country.
  • B. National University of Singapore
    The National University of Singapore is a leading global research-intensive university and Singapore’s flagship higher education institution, renowned for its strengths in science, engineering, medicine, and public policy.
  • C. University of Tokyo
    The University of Tokyo is Japan’s most prestigious and oldest national research university, renowned for its leading role in higher education, science, and public policy in Japan and worldwide.
  • D. Nagoya University
    Nagoya University is a prestigious Japanese national research university known for its strong science and engineering programs and several Nobel Prize–winning scholars.
  • E. Vietnam National University, Hanoi
    Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eed691c4819092b7e57306114bbc completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42a187e208190ba58c0d9f68aaef8 completed March 1, 2026, 11:59 a.m.
NEDg Description generation batch_69a42a8b49b88190864aa55f49916a87 completed March 1, 2026, 12:01 p.m.
NED2 Entity disambiguation (via description) batch_69a42b030ccc819086ae0c96ca1ba4a8 completed March 1, 2026, 12:03 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.