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.