Triple

T11011158
Position Surface form Disambiguated ID Type / Status
Subject SADC Sectoral and Cluster Ministerial Committees E260249 entity
Predicate guidedBy P12723 FINISHED
Object SADC Protocols
SADC Protocols are legally binding regional agreements that guide and harmonize policies and actions among Southern African Development Community member states across various sectors.
E899525 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: SADC Protocols | Statement: [SADC Sectoral and Cluster Ministerial Committees, guidedBy, SADC Protocols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SADC Protocols
Context triple: [SADC Sectoral and Cluster Ministerial Committees, guidedBy, SADC Protocols]
  • A. SADC Protocol on Politics, Defence and Security Cooperation
    The SADC Protocol on Politics, Defence and Security Cooperation is a regional legal framework that guides Southern African Development Community member states in promoting peace, political stability, collective security, and conflict resolution in the region.
  • B. SADC Protocol on Finance and Investment implementation arrangements
    The SADC Protocol on Finance and Investment implementation arrangements are the agreed regional mechanisms and procedures that guide how Southern African Development Community member states coordinate, apply, and monitor the protocol’s financial and investment provisions at national and regional levels.
  • C. SADC founding treaty
    The SADC founding treaty is the foundational legal instrument that created the Southern African Development Community and defines its objectives, principles, and institutional framework for regional cooperation and integration.
  • D. SADC National Committees
    SADC National Committees are multi-stakeholder national bodies in Southern African Development Community member states that coordinate and implement regional integration policies and programs at the country level.
  • E. SADC Secretariat
    The SADC Secretariat is the executive administrative arm of the Southern African Development Community responsible for implementing regional policies, programs, and decisions of member states.
  • 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: SADC Protocols
Triple: [SADC Sectoral and Cluster Ministerial Committees, guidedBy, SADC Protocols]
Generated description
SADC Protocols are legally binding regional agreements that guide and harmonize policies and actions among Southern African Development Community member states across various sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SADC Protocols
Target entity description: SADC Protocols are legally binding regional agreements that guide and harmonize policies and actions among Southern African Development Community member states across various sectors.
  • A. SADC Protocol on Politics, Defence and Security Cooperation
    The SADC Protocol on Politics, Defence and Security Cooperation is a regional legal framework that guides Southern African Development Community member states in promoting peace, political stability, collective security, and conflict resolution in the region.
  • B. SADC Protocol on Finance and Investment implementation arrangements
    The SADC Protocol on Finance and Investment implementation arrangements are the agreed regional mechanisms and procedures that guide how Southern African Development Community member states coordinate, apply, and monitor the protocol’s financial and investment provisions at national and regional levels.
  • C. SADC founding treaty
    The SADC founding treaty is the foundational legal instrument that created the Southern African Development Community and defines its objectives, principles, and institutional framework for regional cooperation and integration.
  • D. SADC National Committees
    SADC National Committees are multi-stakeholder national bodies in Southern African Development Community member states that coordinate and implement regional integration policies and programs at the country level.
  • E. SADC Secretariat
    The SADC Secretariat is the executive administrative arm of the Southern African Development Community responsible for implementing regional policies, programs, and decisions of member states.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797899a388190aa8fe813eac4dba7 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69e374ac78348190a8c0a5a7a736b24b completed April 18, 2026, 12:10 p.m.
NEDg Description generation batch_69e378df767c819099d0bfdf35eaf5f3 completed April 18, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69e37bf526108190b5fc22569fe6be54 completed April 18, 2026, 12:41 p.m.
Created at: April 8, 2026, 9:25 p.m.