Triple

T6607113
Position Surface form Disambiguated ID Type / Status
Subject Can Tho municipality E149144 entity
Predicate hasNotableInstitution P315 FINISHED
Object Can Tho University of Medicine and Pharmacy
Can Tho University of Medicine and Pharmacy is a major Vietnamese higher education institution specializing in training healthcare professionals and conducting medical and pharmaceutical research, serving the Mekong Delta region.
E149147 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: Can Tho University of Medicine and Pharmacy | Statement: [Can Tho municipality, hasNotableInstitution, Can Tho University of Medicine and Pharmacy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Can Tho University of Medicine and Pharmacy
Context triple: [Can Tho municipality, hasNotableInstitution, Can Tho University of Medicine and Pharmacy]
  • A. Hanoi Medical University
    Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
  • B. 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.
  • 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. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • E. 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.
  • 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: Can Tho University of Medicine and Pharmacy
Triple: [Can Tho municipality, hasNotableInstitution, Can Tho University of Medicine and Pharmacy]
Generated description
Can Tho University of Medicine and Pharmacy is a major Vietnamese higher education institution specializing in training healthcare professionals and conducting medical and pharmaceutical research, serving the Mekong Delta region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Can Tho University of Medicine and Pharmacy
Target entity description: Can Tho University of Medicine and Pharmacy is a major Vietnamese higher education institution specializing in training healthcare professionals and conducting medical and pharmaceutical research, serving the Mekong Delta region.
  • A. Hanoi Medical University
    Hanoi Medical University is one of Vietnam’s oldest and most prestigious medical schools, renowned for training healthcare professionals and conducting medical research.
  • B. Can Tho University chosen
    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.
  • 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. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • E. 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.
  • F. None of above.

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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6af15c0e481908c5d2917360b075e completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e43cc42081909762eec710773f40 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e57d71ec8190b79615f11eadec26 completed March 27, 2026, 8:15 p.m.
NED2 Entity disambiguation (via description) batch_69c6e614f04c8190b25b553553895799 completed March 27, 2026, 8:18 p.m.
Created at: March 27, 2026, 1:57 p.m.