Triple

T6721119
Position Surface form Disambiguated ID Type / Status
Subject Vietnam People's Public Security E153396 entity
Predicate trainingInstitution P2858 FINISHED
Object People's Police Academy
The People's Police Academy is a leading Vietnamese higher education institution specializing in training officers and experts for the country's public security forces.
 E612781 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 Police Academy | Statement: [Vietnam People's Public Security, trainingInstitution, People's Police Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: People's Police Academy
Context triple: [Vietnam People's Public Security, trainingInstitution, People's Police Academy]
  • A. Police Academy
    The Police Academy is the training institution where recruits of the Tokyo Metropolitan Police Department receive education and preparation for law enforcement duties.
  • B. Police Academy
    Police Academy is a 1984 American comedy film that spawned a popular franchise, centered on a group of misfit recruits in a city police training program.
  • C. Police Academy 2: Their First Assignment
    Police Academy 2: Their First Assignment is a 1985 comedy film and the second installment in the Police Academy series, following the misadventures of a group of inept but well-meaning police officers.
  • D. Police Academy 3: Back in Training
    Police Academy 3: Back in Training is a 1986 comedy film in the Police Academy series, following a group of misfit recruits as they return to the academy for more slapstick law-enforcement hijinks.
  • E. Police Academy 4: Citizens on Patrol
    Police Academy 4: Citizens on Patrol is a 1987 comedy film in the Police Academy series that follows the misadventures of bumbling officers overseeing a new civilian volunteer program.
  • 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 Police Academy
Triple: [Vietnam People's Public Security, trainingInstitution, People's Police Academy]
Generated description
The People's Police Academy is a leading Vietnamese higher education institution specializing 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 Police Academy
Target entity description: The People's Police Academy is a leading Vietnamese higher education institution specializing in training officers and experts for the country's public security forces.
  • A. Police Academy
    The Police Academy is the training institution where recruits of the Tokyo Metropolitan Police Department receive education and preparation for law enforcement duties.
  • B. Police Academy
    Police Academy is a 1984 American comedy film that spawned a popular franchise, centered on a group of misfit recruits in a city police training program.
  • C. Police Academy 2: Their First Assignment
    Police Academy 2: Their First Assignment is a 1985 comedy film and the second installment in the Police Academy series, following the misadventures of a group of inept but well-meaning police officers.
  • D. Police Academy 3: Back in Training
    Police Academy 3: Back in Training is a 1986 comedy film in the Police Academy series, following a group of misfit recruits as they return to the academy for more slapstick law-enforcement hijinks.
  • E. Police Academy 4: Citizens on Patrol
    Police Academy 4: Citizens on Patrol is a 1987 comedy film in the Police Academy series that follows the misadventures of bumbling officers overseeing a new civilian volunteer program.
  • 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.