Triple

T13643309
Position Surface form Disambiguated ID Type / Status
Subject Lao People’s Public Security E326038 entity
Predicate subordinateTo P258 FINISHED
Object Ministry of Public Security of Laos
The Ministry of Public Security of Laos is the central government body responsible for overseeing national internal security, law enforcement, and public order in the Lao People’s Democratic Republic.
E326038 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: Ministry of Public Security of Laos | Statement: [Lao People’s Public Security, subordinateTo, Ministry of Public Security of Laos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Public Security of Laos
Context triple: [Lao People’s Public Security, subordinateTo, Ministry of Public Security of Laos]
  • A. Lao People’s Public Security
    Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.
  • B. Ministry of Defense of the Kingdom of Laos
    The Ministry of Defense of the Kingdom of Laos was the central governmental body responsible for overseeing and directing the military forces of the former Kingdom of Laos.
  • C. Government of Laos
    The Government of Laos is the central political authority of the Lao People's Democratic Republic, overseeing executive, legislative, and administrative functions under a one-party socialist system.
  • D. Ministry of Information, Culture and Tourism of Laos
    The Ministry of Information, Culture and Tourism of Laos is the government body responsible for managing the country’s media, cultural heritage, and tourism development.
  • E. Provisional Government of National Union of Laos
    The Provisional Government of National Union of Laos was a coalition government formed in 1974 that united royalist and communist factions and paved the way for the establishment of the Lao People's Democratic Republic.
  • 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: Ministry of Public Security of Laos
Triple: [Lao People’s Public Security, subordinateTo, Ministry of Public Security of Laos]
Generated description
The Ministry of Public Security of Laos is the central government body responsible for overseeing national internal security, law enforcement, and public order in the Lao People’s Democratic Republic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Public Security of Laos
Target entity description: The Ministry of Public Security of Laos is the central government body responsible for overseeing national internal security, law enforcement, and public order in the Lao People’s Democratic Republic.
  • A. Lao People’s Public Security chosen
    Lao People’s Public Security is the national police and internal security force of Laos responsible for maintaining public order, law enforcement, and state security under the country’s one-party system.
  • B. Ministry of Defense of the Kingdom of Laos
    The Ministry of Defense of the Kingdom of Laos was the central governmental body responsible for overseeing and directing the military forces of the former Kingdom of Laos.
  • C. Government of Laos
    The Government of Laos is the central political authority of the Lao People's Democratic Republic, overseeing executive, legislative, and administrative functions under a one-party socialist system.
  • D. Ministry of Information, Culture and Tourism of Laos
    The Ministry of Information, Culture and Tourism of Laos is the government body responsible for managing the country’s media, cultural heritage, and tourism development.
  • E. Provisional Government of National Union of Laos
    The Provisional Government of National Union of Laos was a coalition government formed in 1974 that united royalist and communist factions and paved the way for the establishment of the Lao People's Democratic Republic.
  • F. None of above.

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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5ac2af88190976abe6606994eef completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af74a548190bc8bbe1a1410997a completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:51 p.m.