Triple

T10665948
Position Surface form Disambiguated ID Type / Status
Subject Al-Farabi Kazakh National University E251357 entity
Predicate hasFaculty P141 FINISHED
Object Faculty of Biology and Biotechnology
The Faculty of Biology and Biotechnology is an academic division of Al-Farabi Kazakh National University specializing in education and research in the biological sciences and biotechnological fields.
E878319 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 Biology and Biotechnology | Statement: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Biology and Biotechnology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Faculty of Biology and Biotechnology
Context triple: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Biology and Biotechnology]
  • A. Faculty of Biology and Biotechnology
    The Faculty of Biology and Biotechnology is an academic unit specializing in biological and biotechnological sciences at Maria Curie-Skłodowska University in Lublin, Poland.
  • B. Faculty of Biology and Biotechnology
    The Faculty of Biology and Biotechnology is an academic division of Ruhr University Bochum specializing in education and research across the biological and biotechnological sciences.
  • C. Faculty of Biotechnology
    The Faculty of Biotechnology is an academic unit of the University of Wrocław specializing in education and research in biotechnology and related life sciences.
  • D. Faculty of Biology and Biological Engineering
    The Faculty of Biology and Biological Engineering is a division of Chalmers University of Technology focused on education and research in life sciences, biotechnology, and related engineering disciplines.
  • E. Faculty of Biology
    The Faculty of Biology at the University of Havana is an academic division dedicated to education and research in the biological sciences within Cuba’s oldest and most prestigious university.
  • 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 Biology and Biotechnology
Triple: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Biology and Biotechnology]
Generated description
The Faculty of Biology and Biotechnology is an academic division of Al-Farabi Kazakh National University specializing in education and research in the biological sciences and biotechnological fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Faculty of Biology and Biotechnology
Target entity description: The Faculty of Biology and Biotechnology is an academic division of Al-Farabi Kazakh National University specializing in education and research in the biological sciences and biotechnological fields.
  • A. Faculty of Biology and Biotechnology
    The Faculty of Biology and Biotechnology is an academic division of Ruhr University Bochum specializing in education and research across the biological and biotechnological sciences.
  • B. Faculty of Biology and Biotechnology
    The Faculty of Biology and Biotechnology is an academic unit specializing in biological and biotechnological sciences at Maria Curie-Skłodowska University in Lublin, Poland.
  • C. Faculty of Biotechnology
    The Faculty of Biotechnology is an academic unit of the University of Wrocław specializing in education and research in biotechnology and related life sciences.
  • D. Faculty of Biology and Biological Engineering
    The Faculty of Biology and Biological Engineering is a division of Chalmers University of Technology focused on education and research in life sciences, biotechnology, and related engineering disciplines.
  • E. Faculty of Biology
    The Faculty of Biology at the University of Havana is an academic division dedicated to education and research in the biological sciences within Cuba’s oldest and most prestigious university.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f31f87748190bb44db8afa901763 completed April 9, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9885dc17881909df20abedd9da5e3 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98a945ecc8190b5aae7511a537650 completed April 10, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69d98b187c808190b785a46bb88d48fc completed April 10, 2026, 11:43 p.m.
Created at: April 8, 2026, 9:08 p.m.