Triple

T4636903
Position Surface form Disambiguated ID Type / Status
Subject Battambang E101553 entity
Predicate hasEducationalInstitution P113 FINISHED
Object University of Battambang
The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
E458931 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 Battambang | Statement: [Battambang, hasEducationalInstitution, University of Battambang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: University of Battambang
Context triple: [Battambang, hasEducationalInstitution, University of Battambang]
  • A. Royal University of Phnom Penh
    The Royal University of Phnom Penh is Cambodia’s oldest and largest public university, known for its programs in humanities, sciences, and social sciences and its central role in the country’s higher education system.
  • B. National University of Laos
    The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
  • C. University of Da Nang
    The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
  • D. Can Tho University
    Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
  • E. Hanoi University of Education
    Hanoi University of Education is one of Vietnam’s leading teacher-training institutions, renowned for preparing educators and conducting research in pedagogy and educational sciences.
  • 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 Battambang
Triple: [Battambang, hasEducationalInstitution, University of Battambang]
Generated description
The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: University of Battambang
Target entity description: The University of Battambang is a public higher education institution in Battambang, Cambodia, offering a range of undergraduate and graduate programs to support regional development and human resource training.
  • A. Royal University of Phnom Penh
    The Royal University of Phnom Penh is Cambodia’s oldest and largest public university, known for its programs in humanities, sciences, and social sciences and its central role in the country’s higher education system.
  • B. National University of Laos
    The National University of Laos is the largest and main public university in Laos, offering a wide range of higher education and research programs across multiple disciplines.
  • C. Huế University
    Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
  • D. University of Da Nang
    The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
  • E. Can Tho University
    Can Tho University is a major public research university in Vietnam’s Mekong Delta region, known for its strengths in agriculture, aquaculture, and environmental sciences.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a62a9e48190b0cf1cbcc51f00c0 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfacba5fc8190bc86157ee5719ced completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfed8a8b48190bcb98e2ff1886b65 completed March 21, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69bdff9ff3748190af5e5a6d91976abc completed March 21, 2026, 2:17 a.m.
Created at: March 20, 2026, 1:13 p.m.