Triple

T22554051
Position Surface form Disambiguated ID Type / Status
Subject University of Douala E557631 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Economics and Applied Management
The Faculty of Economics and Applied Management is an academic unit of the University of Douala specializing in education and research in economics, management, and related applied social sciences.
 E1543356 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 Applied Management | Statement: [University of Douala, hasFaculty, Faculty of Economics and Applied Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Economics and Applied Management
Context triple: [University of Douala, hasFaculty, Faculty of Economics and Applied Management]
  • 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 division specializing in economic sciences and management studies within Odesa National Maritime University.
  • C. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of the University of Lucerne specializing in teaching and research in economics, business, and management-related disciplines.
  • D. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division specializing in economics, business, and management education and research at Yanka Kupala State University of Grodno.
  • E. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division of Yerevan State University specializing in education and research in economics, business, and management 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 Applied Management
Triple: [University of Douala, hasFaculty, Faculty of Economics and Applied Management]
Generated description
The Faculty of Economics and Applied Management is an academic unit of the University of Douala specializing in education and research in economics, management, and related applied social sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Faculty of Economics and Applied Management
Target entity description: The Faculty of Economics and Applied Management is an academic unit of the University of Douala specializing in education and research in economics, management, and related applied social sciences.
  • 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 specializing in economic sciences and management studies within Odesa National Maritime University.
  • D. Faculty of Economics and Management
    The Faculty of Economics and Management is an academic division specializing in economics, business, and management education and research at Yanka Kupala State University of Grodno.
  • E. 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.
  • 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_69e11e59db848190b4272ecd2b690ffd completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f780fb88190836408c6de3d3966 completed April 29, 2026, 1:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d6510648190aba36f0ad1bb4f81 completed May 18, 2026, 3:16 p.m.
NEDg Description generation batch_6a0b364718308190937c3b7ae90ea9df completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37a1ecc08190ac89e862582833a0 completed May 18, 2026, 4 p.m.
Created at: April 16, 2026, 8:52 p.m.