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.