Triple

T6721100
Position Surface form Disambiguated ID Type / Status
Subject Vietnam People's Public Security E153396 entity
Predicate hasBranch P35 FINISHED
Object People's Security Force
The People's Security Force is a specialized branch of Vietnam's internal security apparatus responsible for intelligence, counter-espionage, and protecting national security.
E612774 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 Force | Statement: [Vietnam People's Public Security, hasBranch, People's Security Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: People's Security Force
Context triple: [Vietnam People's Public Security, hasBranch, People's Security Force]
  • A. People's Protection Units
    The People's Protection Units (YPG) are a predominantly Kurdish militia from northern Syria known for their key role in fighting ISIS and defending Kurdish-majority regions during the Syrian Civil War.
  • B. Peace Preservation Force
    The Peace Preservation Force was an early 19th-century Irish paramilitary police body established by the British administration to maintain order in rural Ireland, serving as a forerunner to the Royal Irish Constabulary.
  • C. People's Militia
    The People's Militia was the communist-era national police and security force of Bulgaria, serving as a key instrument of state control under the Bulgarian Communist Party.
  • D. People's Militia
    The People's Militia was a communist-era Czechoslovak paramilitary organization used by the ruling party to enforce its power and suppress opposition.
  • E. People’s Defence Forces (HPG)
    The People’s Defence Forces (HPG) is the armed wing of the Kurdistan Workers’ Party (PKK), conducting guerrilla operations primarily against the Turkish state in the context of the Kurdish–Turkish conflict.
  • 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 Force
Triple: [Vietnam People's Public Security, hasBranch, People's Security Force]
Generated description
The People's Security Force is a specialized branch of Vietnam's internal security apparatus responsible for intelligence, counter-espionage, and protecting national security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: People's Security Force
Target entity description: The People's Security Force is a specialized branch of Vietnam's internal security apparatus responsible for intelligence, counter-espionage, and protecting national security.
  • A. People's Protection Units
    The People's Protection Units (YPG) are a predominantly Kurdish militia from northern Syria known for their key role in fighting ISIS and defending Kurdish-majority regions during the Syrian Civil War.
  • B. Peace Preservation Force
    The Peace Preservation Force was an early 19th-century Irish paramilitary police body established by the British administration to maintain order in rural Ireland, serving as a forerunner to the Royal Irish Constabulary.
  • C. People's Militia
    The People's Militia was the communist-era national police and security force of Bulgaria, serving as a key instrument of state control under the Bulgarian Communist Party.
  • D. People's Militia
    The People's Militia was a communist-era Czechoslovak paramilitary organization used by the ruling party to enforce its power and suppress opposition.
  • E. People’s Defence Forces (HPG)
    The People’s Defence Forces (HPG) is the armed wing of the Kurdistan Workers’ Party (PKK), conducting guerrilla operations primarily against the Turkish state in the context of the Kurdish–Turkish conflict.
  • 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.