Triple

T8802731
Position Surface form Disambiguated ID Type / Status
Subject CISF E209449 entity
Predicate trainingAcademy P2858 FINISHED
Object CISF Fire Service Training Institute, Deoli
CISF Fire Service Training Institute, Deoli is a specialized training center in India dedicated to preparing Central Industrial Security Force personnel in fire safety, firefighting, and disaster management operations.
E760673 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: CISF Fire Service Training Institute, Deoli | Statement: [CISF, trainingAcademy, CISF Fire Service Training Institute, Deoli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CISF Fire Service Training Institute, Deoli
Context triple: [CISF, trainingAcademy, CISF Fire Service Training Institute, Deoli]
  • A. 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.
  • B. Sardar Vallabhbhai Patel National Police Academy
    Sardar Vallabhbhai Patel National Police Academy is India’s premier institution for training and shaping Indian Police Service officers in leadership, law enforcement, and public service.
  • C. Central School of Weapons and Tactics, Indore
    The Central School of Weapons and Tactics in Indore is a premier Border Security Force training institution specializing in advanced weapons handling, tactics, and operational skills for BSF personnel.
  • D. Officers’ Training Academy, Chennai
    The Officers’ Training Academy, Chennai is a premier Indian Army institution that trains cadets for Short Service Commission as commissioned officers.
  • E. CISF
    CISF is a central armed police force of India responsible for providing security to critical infrastructure, industrial units, and other vital installations across the country.
  • 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: CISF Fire Service Training Institute, Deoli
Triple: [CISF, trainingAcademy, CISF Fire Service Training Institute, Deoli]
Generated description
CISF Fire Service Training Institute, Deoli is a specialized training center in India dedicated to preparing Central Industrial Security Force personnel in fire safety, firefighting, and disaster management operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CISF Fire Service Training Institute, Deoli
Target entity description: CISF Fire Service Training Institute, Deoli is a specialized training center in India dedicated to preparing Central Industrial Security Force personnel in fire safety, firefighting, and disaster management operations.
  • A. 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.
  • B. Sardar Vallabhbhai Patel National Police Academy
    Sardar Vallabhbhai Patel National Police Academy is India’s premier institution for training and shaping Indian Police Service officers in leadership, law enforcement, and public service.
  • C. Central School of Weapons and Tactics, Indore
    The Central School of Weapons and Tactics in Indore is a premier Border Security Force training institution specializing in advanced weapons handling, tactics, and operational skills for BSF personnel.
  • D. Officers’ Training Academy, Chennai
    The Officers’ Training Academy, Chennai is a premier Indian Army institution that trains cadets for Short Service Commission as commissioned officers.
  • E. CISF
    CISF is a central armed police force of India responsible for providing security to critical infrastructure, industrial units, and other vital installations across the country.
  • 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_69ca836320e48190b5cf585b90a322c4 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5fbb5b108190a9f889d40aa20521 completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf8921a13081909346b97c024110b6 completed April 3, 2026, 9:32 a.m.
NEDg Description generation batch_69cf8a8c87dc81909d5c0d769341b17c completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b79a0b48190a29491f5f8f81217 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:44 p.m.