Triple

T7442020
Position Surface form Disambiguated ID Type / Status
Subject Nam Dinh City E171776 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Nam Dinh University of Technology Education
Nam Dinh University of Technology Education is a Vietnamese higher education institution specializing in engineering, technology, and teacher training, located in Nam Dinh City.
 E664917 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: Nam Dinh University of Technology Education | Statement: [Nam Dinh City, hasEducationalInstitution, Nam Dinh University of Technology Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nam Dinh University of Technology Education
Context triple: [Nam Dinh City, hasEducationalInstitution, Nam Dinh University of Technology Education]
  • A. Technion Guangdong Institute of Technology
    Technion Guangdong Institute of Technology is a joint Chinese-Israeli higher education institution in Guangdong that offers engineering and science programs based on Technion’s academic model.
  • B. Hanoi University of Science and Technology
    Hanoi University of Science and Technology is a leading public technical university in Vietnam renowned for its engineering, science, and technology education and research.
  • C. Central University of Technology
    Central University of Technology is a South African university of technology based in Bloemfontein, known for its career-focused programs in engineering, health sciences, and applied sciences.
  • 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. Kim Chaek University of Technology
    Kim Chaek University of Technology is a leading North Korean institution of higher education in Pyongyang, specializing in engineering and scientific research.
  • 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: Nam Dinh University of Technology Education
Triple: [Nam Dinh City, hasEducationalInstitution, Nam Dinh University of Technology Education]
Generated description
Nam Dinh University of Technology Education is a Vietnamese higher education institution specializing in engineering, technology, and teacher training, located in Nam Dinh City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nam Dinh University of Technology Education
Target entity description: Nam Dinh University of Technology Education is a Vietnamese higher education institution specializing in engineering, technology, and teacher training, located in Nam Dinh City.
  • A. Technion Guangdong Institute of Technology
    Technion Guangdong Institute of Technology is a joint Chinese-Israeli higher education institution in Guangdong that offers engineering and science programs based on Technion’s academic model.
  • B. Hanoi University of Science and Technology
    Hanoi University of Science and Technology is a leading public technical university in Vietnam renowned for its engineering, science, and technology education and research.
  • C. Central University of Technology
    Central University of Technology is a South African university of technology based in Bloemfontein, known for its career-focused programs in engineering, health sciences, and applied sciences.
  • 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. Kim Chaek University of Technology
    Kim Chaek University of Technology is a leading North Korean institution of higher education in Pyongyang, specializing in engineering and scientific research.
  • 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_69c68a65402881908f7869368eb746fb completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f36b9a3c81908abcc2a64d3e6061 completed March 27, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c827976b9081909ac722b397ae0d97 completed March 28, 2026, 7:10 p.m.
NEDg Description generation batch_69c82817899081909436781c9f249c1d completed March 28, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c828a5c2f88190aedd55d40520c672 completed March 28, 2026, 7:14 p.m.
Created at: March 27, 2026, 3:13 p.m.