Triple

T16630772
Position Surface form Disambiguated ID Type / Status
Subject Comprehensive Peace Agreement E404071 entity
Predicate component P35 FINISHED
Object Machakos Protocol
The Machakos Protocol is a landmark 2002 peace agreement framework between the Sudanese government and the Sudan People’s Liberation Movement that laid the groundwork for ending Sudan’s long-running civil war and for the eventual independence of South Sudan.
E1225185 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: Machakos Protocol | Statement: [Comprehensive Peace Agreement, component, Machakos Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Machakos Protocol
Context triple: [Comprehensive Peace Agreement, component, Machakos Protocol]
  • A. Sangatte Protocol
    The Sangatte Protocol is a 1991 UK–France agreement that established juxtaposed border controls for cross-Channel travel, allowing immigration checks to be carried out on the other country’s soil.
  • B. Lusaka Protocol
    The Lusaka Protocol was a 1994 peace agreement intended to end the Angolan Civil War by integrating rebel forces into the government and establishing a framework for national reconciliation.
  • C. Appropriation Act of Kenya
    The Appropriation Act of Kenya is an annual law passed by Parliament that legally authorizes and allocates government spending from the national budget for a given financial year.
  • D. Kenya Vision 2030
    Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
  • E. Common Market Protocol of the East African Community
    The Common Market Protocol of the East African Community is a key regional agreement that establishes the free movement of goods, persons, services, labor, and capital among EAC member states to deepen economic integration.
  • 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: Machakos Protocol
Triple: [Comprehensive Peace Agreement, component, Machakos Protocol]
Generated description
The Machakos Protocol is a landmark 2002 peace agreement framework between the Sudanese government and the Sudan People’s Liberation Movement that laid the groundwork for ending Sudan’s long-running civil war and for the eventual independence of South Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Machakos Protocol
Target entity description: The Machakos Protocol is a landmark 2002 peace agreement framework between the Sudanese government and the Sudan People’s Liberation Movement that laid the groundwork for ending Sudan’s long-running civil war and for the eventual independence of South Sudan.
  • A. Sangatte Protocol
    The Sangatte Protocol is a 1991 UK–France agreement that established juxtaposed border controls for cross-Channel travel, allowing immigration checks to be carried out on the other country’s soil.
  • B. Lusaka Protocol
    The Lusaka Protocol was a 1994 peace agreement intended to end the Angolan Civil War by integrating rebel forces into the government and establishing a framework for national reconciliation.
  • C. Appropriation Act of Kenya
    The Appropriation Act of Kenya is an annual law passed by Parliament that legally authorizes and allocates government spending from the national budget for a given financial year.
  • D. Kenya Vision 2030
    Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
  • E. Common Market Protocol of the East African Community
    The Common Market Protocol of the East African Community is a key regional agreement that establishes the free movement of goods, persons, services, labor, and capital among EAC member states to deepen economic integration.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378e5d4448190bfb1b6157bbe5285 completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dbc6cf48190879b25e66c9453db completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a0081baf8188190be95383ffe68fbb8 completed May 10, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_6a008239a5348190aea3820cf8a7d3f6 completed May 10, 2026, 1:03 p.m.
Created at: April 10, 2026, 5:17 a.m.