Triple

T8838824
Position Surface form Disambiguated ID Type / Status
Subject Universiti Kebangsaan Malaysia E210333 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Economics and Management
The Faculty of Economics and Management is an academic division of Universiti Kebangsaan Malaysia specializing in education and research in economics, business, and management disciplines.
 E761413 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: Faculty of Economics and Management | Statement: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Economics and Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Economics and Management
Context triple: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Economics and Management]
  • A. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Cheikh Anta Diop University specializing in education and research in economics, business, and management sciences.
  • B. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic unit of the Pontifical Catholic University of Chile dedicated to teaching and research in economics, business, and related management disciplines.
  • C. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Leibniz University Hannover specializing in teaching and research in economics, business administration, and related management disciplines.
  • D. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of October 6 University specializing in education and research in economics, business, and management disciplines.
  • E. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Lumière University Lyon 2 specializing in teaching and research in economics, business, and management-related disciplines.
  • 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: Faculty of Economics and Management
Triple: [Universiti Kebangsaan Malaysia, hasFaculty, Faculty of Economics and Management]
Generated description
The Faculty of Economics and Management is an academic division of Universiti Kebangsaan Malaysia specializing in education and research in economics, business, and management disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Economics and Management
Target entity description: The Faculty of Economics and Management is an academic division of Universiti Kebangsaan Malaysia specializing in education and research in economics, business, and management disciplines.
  • A. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of the University of Cyprus specializing in education and research in economics, business, and management-related fields.
  • B. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic unit of IPB University specializing in education and research in economics, business, and management sciences.
  • C. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of the University of Kassel specializing in teaching and research in business, economics, and related management disciplines.
  • D. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of the University of Nantes specializing in teaching and research in economics, management, and related social sciences.
  • E. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of October 6 University specializing in education and research in economics, business, and management disciplines.
  • 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_69ca8388549c819095fd94eadefbb007 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc606c60ac8190b2b6bd7f042c02f8 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf89933e8c81909672bcec70f7d5ce completed April 3, 2026, 9:34 a.m.
NEDg Description generation batch_69cf8bb6d7dc8190a91864130513fa4e completed April 3, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf8ca3e2788190a33fb28132944759 completed April 3, 2026, 9:47 a.m.
Created at: March 30, 2026, 6:48 p.m.