Triple

T1871139
Position Surface form Disambiguated ID Type / Status
Subject Hanoi University of Science and Technology E39036 entity
Predicate hasFaculty P141 FINISHED
Object School of Economics and Management
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
 E212828 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: School of Economics and Management | Statement: [Hanoi University of Science and Technology, hasFaculty, School of Economics and Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: School of Economics and Management
Context triple: [Hanoi University of Science and Technology, hasFaculty, School of Economics and Management]
  • A. School of Economics and Management
    The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
  • B. School of Economics and Management
    The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
  • C. School of Economics and Management
    The School of Economics and Management is Tongji University's business and economics faculty, offering education and research in management, finance, and related fields.
  • D. School of Economics and Management
    The School of Economics and Management is a faculty of the University of Minho in Portugal that focuses on education and research in economics, management, and related social sciences.
  • E. Graduate School of Management and Economics
    The Graduate School of Management and Economics is a specialized faculty of Sharif University of Technology focused on advanced education and research in business, management, and economics.
  • 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: School of Economics and Management
Triple: [Hanoi University of Science and Technology, hasFaculty, School of Economics and Management]
Generated description
The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: School of Economics and Management
Target entity description: The School of Economics and Management is an academic unit of Hanoi University of Science and Technology specializing in education and research in economics, business, and management.
  • A. School of Economics and Management
    The School of Economics and Management is a major academic unit of Wuhan University specializing in education and research in economics, business, and management.
  • B. School of Economics and Management
    The School of Economics and Management is an academic unit of the University of Bologna specializing in education and research in economics, business, and management disciplines.
  • C. School of Economics and Management
    The School of Economics and Management is a faculty of the University of Minho in Portugal that focuses on education and research in economics, management, and related social sciences.
  • D. School of Economics and Management
    The School of Economics and Management is Tongji University's business and economics faculty, offering education and research in management, finance, and related fields.
  • E. Graduate School of Management and Economics
    The Graduate School of Management and Economics is a specialized faculty of Sharif University of Technology focused on advanced education and research in business, management, and economics.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0ba90e08190b990875d6e8e7e4a completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeae06e5c8190b20cce9c047f6087 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adebd146408190b80a7d8e8974a90d completed March 8, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69adec551c688190a0bcdc16ab6e3ecc completed March 8, 2026, 9:38 p.m.
Created at: March 4, 2026, 7:34 p.m.