Triple

T8021650
Position Surface form Disambiguated ID Type / Status
Subject apartheid government of South Africa E186752 entity
Predicate usedSecurityForce P14068 FINISHED
Object Bureau of State Security
The Bureau of State Security was the apartheid-era South African intelligence agency notorious for internal repression, surveillance, and covert operations against anti-apartheid activists.
E707721 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: Bureau of State Security | Statement: [apartheid government of South Africa, usedSecurityForce, Bureau of State Security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of State Security
Context triple: [apartheid government of South Africa, usedSecurityForce, Bureau of State Security]
  • A. Ministry of State Security
    The Ministry of State Security is North Korea’s secret police and intelligence agency responsible for internal security, political surveillance, and counterintelligence operations.
  • B. Committee for State Security
    The Committee for State Security, commonly known as the KGB, was the main security, intelligence, and secret police agency of the Soviet Union during much of the Cold War.
  • C. Ministry for State Security
    The Ministry for State Security, commonly known as the Stasi, was East Germany’s secret police and intelligence agency, notorious for its extensive surveillance and repression of the population.
  • D. Министерство государственной безопасности СССР
    Министерство государственной безопасности СССР было советским государственным органом, отвечавшим за политическую безопасность, разведку, контрразведку и борьбу с внутренней оппозицией в послевоенный период.
  • E. People's Commissariat for Internal Affairs
    The People's Commissariat for Internal Affairs (NKVD) was the Soviet Union's powerful security and secret police agency responsible for political repression, mass arrests, and the administration of the Gulag system, especially during Stalin's rule.
  • 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: Bureau of State Security
Triple: [apartheid government of South Africa, usedSecurityForce, Bureau of State Security]
Generated description
The Bureau of State Security was the apartheid-era South African intelligence agency notorious for internal repression, surveillance, and covert operations against anti-apartheid activists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of State Security
Target entity description: The Bureau of State Security was the apartheid-era South African intelligence agency notorious for internal repression, surveillance, and covert operations against anti-apartheid activists.
  • A. Ministry of State Security
    The Ministry of State Security is North Korea’s secret police and intelligence agency responsible for internal security, political surveillance, and counterintelligence operations.
  • B. Committee for State Security
    The Committee for State Security, commonly known as the KGB, was the main security, intelligence, and secret police agency of the Soviet Union during much of the Cold War.
  • C. Ministry for State Security
    The Ministry for State Security, commonly known as the Stasi, was East Germany’s secret police and intelligence agency, notorious for its extensive surveillance and repression of the population.
  • D. Министерство государственной безопасности СССР
    Министерство государственной безопасности СССР было советским государственным органом, отвечавшим за политическую безопасность, разведку, контрразведку и борьбу с внутренней оппозицией в послевоенный период.
  • E. People's Commissariat for Internal Affairs
    The People's Commissariat for Internal Affairs (NKVD) was the Soviet Union's powerful security and secret police agency responsible for political repression, mass arrests, and the administration of the Gulag system, especially during Stalin's rule.
  • 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8eab9c81908098e6b17957316c completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56cdce588190abba45c24dc7a5e7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.