Triple

T8461015
Position Surface form Disambiguated ID Type / Status
Subject Total Strategy security doctrine E200037 entity
Predicate coordinatedThrough P435 FINISHED
Object National Security Management System
The National Security Management System was an apartheid-era South African structure that centralized and coordinated military, intelligence, and civilian efforts to implement the regime’s repressive “Total Strategy” against internal and external opposition.
E735381 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: National Security Management System | Statement: [Total Strategy security doctrine, coordinatedThrough, National Security Management System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Security Management System
Context triple: [Total Strategy security doctrine, coordinatedThrough, National Security Management System]
  • A. National Cybersecurity Protection System
    The National Cybersecurity Protection System is a U.S. federal program that provides intrusion detection, prevention, and other security capabilities to help protect government networks from cyber threats.
  • B. United Nations Security Management System
    The United Nations Security Management System is the UN-wide framework that sets policies, standards, and procedures to ensure the safety and security of UN personnel, operations, and assets worldwide.
  • C. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • D. National Security Risk Assessment process
    The National Security Risk Assessment process is a systematic government framework for identifying, evaluating, and prioritizing threats and hazards to a nation’s security to inform policy and preparedness.
  • E. U.S. National Security Presidential Directive
    The U.S. National Security Presidential Directive is a type of classified policy document issued by the U.S. President to establish and coordinate national security and foreign policy actions across the federal government.
  • 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: National Security Management System
Triple: [Total Strategy security doctrine, coordinatedThrough, National Security Management System]
Generated description
The National Security Management System was an apartheid-era South African structure that centralized and coordinated military, intelligence, and civilian efforts to implement the regime’s repressive “Total Strategy” against internal and external opposition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Security Management System
Target entity description: The National Security Management System was an apartheid-era South African structure that centralized and coordinated military, intelligence, and civilian efforts to implement the regime’s repressive “Total Strategy” against internal and external opposition.
  • A. National Cybersecurity Protection System
    The National Cybersecurity Protection System is a U.S. federal program that provides intrusion detection, prevention, and other security capabilities to help protect government networks from cyber threats.
  • B. United Nations Security Management System
    The United Nations Security Management System is the UN-wide framework that sets policies, standards, and procedures to ensure the safety and security of UN personnel, operations, and assets worldwide.
  • C. National Industrial Security Program
    The National Industrial Security Program is a U.S. government initiative that establishes uniform policies and procedures for safeguarding classified information released to industry.
  • D. National Security Risk Assessment process
    The National Security Risk Assessment process is a systematic government framework for identifying, evaluating, and prioritizing threats and hazards to a nation’s security to inform policy and preparedness.
  • E. U.S. National Security Presidential Directive
    The U.S. National Security Presidential Directive is a type of classified policy document issued by the U.S. President to establish and coordinate national security and foreign policy actions across the federal government.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4a0ff4c8190b17bbd33db632cea completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1df214ac8190b59daa88e3a930bc completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce21c53298819080137c87ff487b50 completed April 2, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69ce23d6da1c8190a28bc895d737595e completed April 2, 2026, 8:07 a.m.
Created at: March 30, 2026, 6:10 p.m.