Triple

T6721118
Position Surface form Disambiguated ID Type / Status
Subject Vietnam People's Public Security E153396 entity
Predicate trainingInstitution P2858 FINISHED
Object People's Security Academy
The People's Security Academy is a major higher education institution in Vietnam that specializes in training officers and experts for the country’s public security forces.
E612780 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: People's Security Academy | Statement: [Vietnam People's Public Security, trainingInstitution, People's Security Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: People's Security Academy
Context triple: [Vietnam People's Public Security, trainingInstitution, People's Security Academy]
  • A. National Police Academy
    The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
  • 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. Faculty of Police Officers
    The Faculty of Police Officers is a specialized division of Egypt’s Police Academy responsible for educating, training, and qualifying commissioned police officers for service in the country’s law enforcement agencies.
  • 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. 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: People's Security Academy
Triple: [Vietnam People's Public Security, trainingInstitution, People's Security Academy]
Generated description
The People's Security Academy is a major higher education institution in Vietnam that specializes in training officers and experts for the country’s public security forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: People's Security Academy
Target entity description: The People's Security Academy is a major higher education institution in Vietnam that specializes in training officers and experts for the country’s public security forces.
  • A. National Police Academy
    The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
  • 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. Faculty of Police Officers
    The Faculty of Police Officers is a specialized division of Egypt’s Police Academy responsible for educating, training, and qualifying commissioned police officers for service in the country’s law enforcement agencies.
  • 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. 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

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_69c6880afb988190ad88011b48ecfcba completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d13861a08190ad19a16dcd76c908 completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700a14ebc819092cc40f522540f1a completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c7023cc3d08190810fc8482326e7b9 completed March 27, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69c703d67ff481908476b97fee97959a completed March 27, 2026, 10:25 p.m.
Created at: March 27, 2026, 2:07 p.m.