Triple

T4483930
Position Surface form Disambiguated ID Type / Status
Subject University of Oran 1 Ahmed Ben Bella E107189 entity
Predicate hasInstitute P186 FINISHED
Object Institute of Maintenance and Industrial Security
The Institute of Maintenance and Industrial Security is a specialized academic unit of the University of Oran 1 Ahmed Ben Bella focused on training and research in industrial maintenance, safety, and risk management.
E446647 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: Institute of Maintenance and Industrial Security | Statement: [University of Oran 1 Ahmed Ben Bella, hasInstitute, Institute of Maintenance and Industrial Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute of Maintenance and Industrial Security
Context triple: [University of Oran 1 Ahmed Ben Bella, hasInstitute, Institute of Maintenance and Industrial Security]
  • A. Central Industrial Security Force
    The Central Industrial Security Force is a federal paramilitary force of India responsible for providing security to critical infrastructure, industrial units, airports, and other vital installations across the country.
  • B. Institute for Nuclear Security
    The Institute for Nuclear Security is a specialized research and education center focused on nuclear security, nonproliferation, and related policy and technical issues.
  • C. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • D. CISF National Industrial Security Academy, Hyderabad
    CISF National Industrial Security Academy, Hyderabad is the premier training institution of India’s Central Industrial Security Force, specializing in advanced security, industrial protection, and disaster management training for CISF officers and personnel.
  • E. Institute of Industrial and Systems Engineers
    The Institute of Industrial and Systems Engineers is a professional society dedicated to advancing the field of industrial and systems engineering through education, research, and the promotion of best practices in industry and academia.
  • 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: Institute of Maintenance and Industrial Security
Triple: [University of Oran 1 Ahmed Ben Bella, hasInstitute, Institute of Maintenance and Industrial Security]
Generated description
The Institute of Maintenance and Industrial Security is a specialized academic unit of the University of Oran 1 Ahmed Ben Bella focused on training and research in industrial maintenance, safety, and risk management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute of Maintenance and Industrial Security
Target entity description: The Institute of Maintenance and Industrial Security is a specialized academic unit of the University of Oran 1 Ahmed Ben Bella focused on training and research in industrial maintenance, safety, and risk management.
  • A. Central Industrial Security Force
    The Central Industrial Security Force is a federal paramilitary force of India responsible for providing security to critical infrastructure, industrial units, airports, and other vital installations across the country.
  • B. Institute for Nuclear Security
    The Institute for Nuclear Security is a specialized research and education center focused on nuclear security, nonproliferation, and related policy and technical issues.
  • C. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • D. CISF National Industrial Security Academy, Hyderabad
    CISF National Industrial Security Academy, Hyderabad is the premier training institution of India’s Central Industrial Security Force, specializing in advanced security, industrial protection, and disaster management training for CISF officers and personnel.
  • E. Institute of Industrial and Systems Engineers
    The Institute of Industrial and Systems Engineers is a professional society dedicated to advancing the field of industrial and systems engineering through education, research, and the promotion of best practices in industry and academia.
  • 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_69bd43f84f788190a1383579c4a595be completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd52a54c6c8190a7421bea6e3c00f1 completed March 20, 2026, 1:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd679792f48190a19ce4ab91cab3bc completed March 20, 2026, 3:28 p.m.
NEDg Description generation batch_69bd6a1e07208190aab48ee3e7b7728a completed March 20, 2026, 3:39 p.m.
NED2 Entity disambiguation (via description) batch_69bd6a8d928c8190b2208431df458863 completed March 20, 2026, 3:41 p.m.
Created at: March 20, 2026, 12:58 p.m.