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.