Triple

T6040757
Position Surface form Disambiguated ID Type / Status
Subject Paul Kagame E134536 entity
Predicate associatedWith P37 FINISHED
Object Rwanda’s Vision 2020 development program
Rwanda’s Vision 2020 development program is a national long-term strategy aimed at transforming Rwanda into a middle-income, knowledge-based economy through reforms in governance, infrastructure, education, and private-sector–led growth.
E564757 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: Rwanda’s Vision 2020 development program | Statement: [Paul Kagame, associatedWith, Rwanda’s Vision 2020 development program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rwanda’s Vision 2020 development program
Context triple: [Paul Kagame, associatedWith, Rwanda’s Vision 2020 development program]
  • A. A Thousand Hills: Rwanda’s Rebirth and the Man Who Dreamed It
    *A Thousand Hills: Rwanda’s Rebirth and the Man Who Dreamed It* is a nonfiction book by journalist Stephen Kinzer that chronicles Rwanda’s post-genocide recovery and the leadership of Paul Kagame in reshaping the nation.
  • B. United Nations Assistance Mission in Rwanda
    The United Nations Assistance Mission in Rwanda (UNAMIR) was a UN peacekeeping operation deployed in the early 1990s that became tragically associated with its limited ability to prevent or halt the 1994 Rwandan genocide.
  • C. Rwanda Development Board
    The Rwanda Development Board is a government agency responsible for accelerating Rwanda’s economic development by promoting investment, tourism, and private sector growth.
  • D. Butaro, Rwanda
    Butaro, Rwanda is a rural town in northern Rwanda known for its innovative, community-focused health facilities and scenic volcanic landscapes.
  • E. United Nations Humanitarian Assistance Coordination in Rwanda
    The United Nations Humanitarian Assistance Coordination in Rwanda was a UN body established to organize, coordinate, and support international humanitarian relief efforts in Rwanda during and after the 1994 genocide and civil conflict.
  • 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: Rwanda’s Vision 2020 development program
Triple: [Paul Kagame, associatedWith, Rwanda’s Vision 2020 development program]
Generated description
Rwanda’s Vision 2020 development program is a national long-term strategy aimed at transforming Rwanda into a middle-income, knowledge-based economy through reforms in governance, infrastructure, education, and private-sector–led growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rwanda’s Vision 2020 development program
Target entity description: Rwanda’s Vision 2020 development program is a national long-term strategy aimed at transforming Rwanda into a middle-income, knowledge-based economy through reforms in governance, infrastructure, education, and private-sector–led growth.
  • A. A Thousand Hills: Rwanda’s Rebirth and the Man Who Dreamed It
    *A Thousand Hills: Rwanda’s Rebirth and the Man Who Dreamed It* is a nonfiction book by journalist Stephen Kinzer that chronicles Rwanda’s post-genocide recovery and the leadership of Paul Kagame in reshaping the nation.
  • B. United Nations Assistance Mission in Rwanda
    The United Nations Assistance Mission in Rwanda (UNAMIR) was a UN peacekeeping operation deployed in the early 1990s that became tragically associated with its limited ability to prevent or halt the 1994 Rwandan genocide.
  • C. Rwanda Development Board
    The Rwanda Development Board is a government agency responsible for accelerating Rwanda’s economic development by promoting investment, tourism, and private sector growth.
  • D. Butaro, Rwanda
    Butaro, Rwanda is a rural town in northern Rwanda known for its innovative, community-focused health facilities and scenic volcanic landscapes.
  • E. United Nations Humanitarian Assistance Coordination in Rwanda
    The United Nations Humanitarian Assistance Coordination in Rwanda was a UN body established to organize, coordinate, and support international humanitarian relief efforts in Rwanda during and after the 1994 genocide and civil conflict.
  • 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056cf82d481909d5161fe3643e7ed completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11393f4ec81909f175de55694b44e completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11560824081909d1228056607a3bd completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c11607805c8190a9bc734479b1cb8d completed March 23, 2026, 10:29 a.m.
Created at: March 22, 2026, 4:08 p.m.