Triple

T301469
Position Surface form Disambiguated ID Type / Status
Subject Hanoi E6204 entity
Predicate hasUniversity P113 FINISHED
Object National Economics University
National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
 E40321 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: National Economics University | Statement: [Hanoi, hasUniversity, National Economics University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Economics University
Context triple: [Hanoi, hasUniversity, National Economics University]
  • A. 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.
  • 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. Foreign Trade University
    Foreign Trade University is a leading Vietnamese public university renowned for its programs in economics, business, and international trade, with its main campus located in Hanoi.
  • D. United Nations University
    The United Nations University is a global think tank and postgraduate teaching organization of the United Nations system that focuses on research and education addressing worldwide policy challenges such as sustainable development, peace, and governance.
  • E. Graduate School of Economics
    The Graduate School of Economics at the University of Tokyo is a leading Japanese institution for advanced research and education in economics, attracting top scholars and students from Japan and abroad.
  • 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: National Economics University
Triple: [Hanoi, hasUniversity, National Economics University]
Generated description
National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Economics University
Target entity description: National Economics University is a leading Vietnamese institution of higher education specializing in economics, business, and management, located in Hanoi.
  • A. 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.
  • 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. Foreign Trade University
    Foreign Trade University is a leading Vietnamese public university renowned for its programs in economics, business, and international trade, with its main campus located in Hanoi.
  • D. United Nations University
    The United Nations University is a global think tank and postgraduate teaching organization of the United Nations system that focuses on research and education addressing worldwide policy challenges such as sustainable development, peace, and governance.
  • E. Graduate School of Economics
    The Graduate School of Economics at the University of Tokyo is a leading Japanese institution for advanced research and education in economics, attracting top scholars and students from Japan and abroad.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2e9e6a8308190b9bd15310e324504 completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3bc2353408190b7658595498895bb completed March 1, 2026, 4:10 a.m.
NEDg Description generation batch_69a3bc94ea2c8190b2a0c0bca7af5f94 completed March 1, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69a3bd0357088190a144c6c408804f30 completed March 1, 2026, 4:13 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.