Triple

T6853604
Position Surface form Disambiguated ID Type / Status
Subject Tô Lâm E158081 entity
Predicate hasTitle P38 FINISHED
Object Minister of Public Security
The Minister of Public Security is the head of Vietnam’s Ministry of Public Security, overseeing national security, policing, and internal order.
 E624063 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: Minister of Public Security | Statement: [Tô Lâm, hasTitle, Minister of Public Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minister of Public Security
Context triple: [Tô Lâm, hasTitle, Minister of Public Security]
  • A. Minister of the Interior and Public Security
    The Minister of the Interior and Public Security is a senior Chilean government official responsible for internal affairs, domestic security, and coordination of public order policies.
  • B. Secretary of Public Security
    The Secretary of Public Security is the top government official responsible for directing and overseeing a jurisdiction’s public security policies, law enforcement coordination, and crime prevention strategies.
  • C. Minister of Justice and Public Security
    The Minister of Justice and Public Security is the Brazilian federal government official responsible for overseeing the country’s justice system, law enforcement, and public security policies.
  • D. Minister of Justice and Public Security
    The Minister of Justice and Public Security is the Norwegian government official responsible for overseeing the justice system, law enforcement, and national security policy.
  • E. Minister of the Interior
    The Minister of the Interior is the French government official responsible for internal security, law enforcement, civil protection, and the administration of local authorities.
  • 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: Minister of Public Security
Triple: [Tô Lâm, hasTitle, Minister of Public Security]
Generated description
The Minister of Public Security is the head of Vietnam’s Ministry of Public Security, overseeing national security, policing, and internal order.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minister of Public Security
Target entity description: The Minister of Public Security is the head of Vietnam’s Ministry of Public Security, overseeing national security, policing, and internal order.
  • A. Minister of the Interior and Public Security
    The Minister of the Interior and Public Security is a senior Chilean government official responsible for internal affairs, domestic security, and coordination of public order policies.
  • B. Secretary of Public Security
    The Secretary of Public Security is the top government official responsible for directing and overseeing a jurisdiction’s public security policies, law enforcement coordination, and crime prevention strategies.
  • C. Minister of Justice and Public Security
    The Minister of Justice and Public Security is the Brazilian federal government official responsible for overseeing the country’s justice system, law enforcement, and public security policies.
  • D. Minister of Justice and Public Security
    The Minister of Justice and Public Security is the Norwegian government official responsible for overseeing the justice system, law enforcement, and national security policy.
  • E. Minister of the Interior
    The Minister of the Interior is the French government official responsible for internal security, law enforcement, civil protection, and the administration of local authorities.
  • 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_69c6882fae988190864cbba788c5ebb4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d851321481908c49c2c949359703 completed March 27, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fd79e508190b00e45f9cceb3e21 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c736d6af648190b651b13726f369da completed March 28, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69c737d316d08190822e22ff3a41b242 completed March 28, 2026, 2:07 a.m.
Created at: March 27, 2026, 2:20 p.m.