Triple

T1803398
Position Surface form Disambiguated ID Type / Status
Subject Central Industrial Security Force E39767 entity
Predicate trainingAcademy P2858 FINISHED
Object 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.
E202687 NE FINISHED

How this triple was built (5 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 National Industrial Security Academy, Hyderabad | Statement: [Central Industrial Security Force, trainingAcademy, CISF National Industrial Security Academy, Hyderabad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CISF National Industrial Security Academy, Hyderabad
Context triple: [Central Industrial Security Force, trainingAcademy, CISF National Industrial Security Academy, Hyderabad]
  • A. 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.
  • B. National Defence Academy (near Pune)
    The National Defence Academy near Pune is India’s premier joint services military training institution where cadets of the Army, Navy, and Air Force are trained together before proceeding to their respective service academies.
  • C. Air Force Academy Dundigal
    Air Force Academy Dundigal is the premier training institution of the Indian Air Force, responsible for commissioning and grooming officer cadets for various air and ground branches.
  • D. Indian Military Academy, Dehradun
    The Indian Military Academy in Dehradun is a premier officer training institution of the Indian Army, renowned for producing regular commissioned officers through rigorous military and leadership training.
  • E. Lal Bahadur Shastri National Academy of Administration
    Lal Bahadur Shastri National Academy of Administration is India’s premier civil services training institution, responsible for shaping newly recruited officers of the Indian Administrative Service and other allied services.
  • 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 National Industrial Security Academy, Hyderabad
Triple: [Central Industrial Security Force, trainingAcademy, CISF National Industrial Security Academy, Hyderabad]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CISF National Industrial Security Academy, Hyderabad
Target entity description: 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.
  • A. 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.
  • B. National Defence Academy (near Pune)
    The National Defence Academy near Pune is India’s premier joint services military training institution where cadets of the Army, Navy, and Air Force are trained together before proceeding to their respective service academies.
  • C. Air Force Academy Dundigal
    Air Force Academy Dundigal is the premier training institution of the Indian Air Force, responsible for commissioning and grooming officer cadets for various air and ground branches.
  • D. Indian Military Academy, Dehradun
    The Indian Military Academy in Dehradun is a premier officer training institution of the Indian Army, renowned for producing regular commissioned officers through rigorous military and leadership training.
  • E. BSF Academy Tekanpur, Madhya Pradesh
    BSF Academy Tekanpur in Madhya Pradesh is the premier training institution of India’s Border Security Force, responsible for grooming and professional development of its officers and personnel.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: trainingAcademy
Context triple: [Central Industrial Security Force, trainingAcademy, CISF National Industrial Security Academy, Hyderabad]
  • A. trainingSystem
    Indicates a system or framework used to train, instruct, or develop skills or knowledge in a target entity.
  • B. trainingInstitution chosen
    Indicates that one entity serves as the institution or organization where another entity receives training or education.
  • C. trainingComponent
    Indicates that one entity functions as a training-related part, module, or element within a larger training process or system involving another entity.
  • D. training
    Indicates that one entity is teaching, coaching, or otherwise helping another entity acquire or improve a skill, behavior, or capability.
  • E. developmentAcademy
    Indicates a relationship where an academy is responsible for or involved in the development, training, or educational advancement of individuals or groups.
  • F. None of above.

Provenance (6 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aba67721788190951beae25e885457 completed March 7, 2026, 4:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5dd01488190a96e0a8f3a77d524 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb9efe7e88190b3e2a529ec23be7b completed March 8, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69adbadfebbc8190ae09cd92c1fe77bc completed March 8, 2026, 6:07 p.m.
PD Predicate disambiguation batch_69aa61d514c081908197ac1f7c7d7a88 completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:32 p.m.