Triple

T8802732
Position Surface form Disambiguated ID Type / Status
Subject CISF E209449 entity
Predicate trainingAcademy P2858 FINISHED
Object CISF Training College, Bhilai
CISF Training College, Bhilai is a premier Central Industrial Security Force institution in India that provides foundational and specialized training to CISF personnel for industrial and critical infrastructure security.
E762454 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 Training College, Bhilai | Statement: [CISF, trainingAcademy, CISF Training College, Bhilai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CISF Training College, Bhilai
Context triple: [CISF, trainingAcademy, CISF Training College, Bhilai]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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 Training College, Bhilai
Triple: [CISF, trainingAcademy, CISF Training College, Bhilai]
Generated description
CISF Training College, Bhilai is a premier Central Industrial Security Force institution in India that provides foundational and specialized training to CISF personnel for industrial and critical infrastructure security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CISF Training College, Bhilai
Target entity description: CISF Training College, Bhilai is a premier Central Industrial Security Force institution in India that provides foundational and specialized training to CISF personnel for industrial and critical infrastructure security.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. 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.
  • 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_69cfa04f84408190ac00fd9ec089790f completed April 3, 2026, 11:11 a.m.
NEDg Description generation batch_69cfa1cf09588190ad5f5634f304d97f completed April 3, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_69cfa29533788190818550faaffc8c8a completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:44 p.m.