Triple

T2365176
Position Surface form Disambiguated ID Type / Status
Subject Nile Basin Initiative E47362 entity
Predicate program P804 FINISHED
Object Subsidiary Action Programs
Subsidiary Action Programs are regional, cooperative investment and development initiatives under the Nile Basin Initiative that implement joint projects among groups of Nile Basin countries.
E259807 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: Subsidiary Action Programs | Statement: [Nile Basin Initiative, program, Subsidiary Action Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Subsidiary Action Programs
Context triple: [Nile Basin Initiative, program, Subsidiary Action Programs]
  • A. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • B. Independent Task Force Program
    The Independent Task Force Program is a Council on Foreign Relations initiative that convenes diverse experts to produce consensus-based policy reports on major foreign policy challenges facing the United States.
  • C. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • D. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • E. Victory Program
    The Victory Program was a comprehensive U.S. military mobilization and production plan developed before America’s entry into World War II to prepare the nation for large-scale global 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: Subsidiary Action Programs
Triple: [Nile Basin Initiative, program, Subsidiary Action Programs]
Generated description
Subsidiary Action Programs are regional, cooperative investment and development initiatives under the Nile Basin Initiative that implement joint projects among groups of Nile Basin countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Subsidiary Action Programs
Target entity description: Subsidiary Action Programs are regional, cooperative investment and development initiatives under the Nile Basin Initiative that implement joint projects among groups of Nile Basin countries.
  • A. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • B. Independent Task Force Program
    The Independent Task Force Program is a Council on Foreign Relations initiative that convenes diverse experts to produce consensus-based policy reports on major foreign policy challenges facing the United States.
  • C. Economic Adjustment Assistance program
    The Economic Adjustment Assistance program is a U.S. federal initiative that provides flexible funding and technical support to help communities respond to economic disruptions and foster long-term economic resilience and growth.
  • D. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • E. Victory Program
    The Victory Program was a comprehensive U.S. military mobilization and production plan developed before America’s entry into World War II to prepare the nation for large-scale global 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_69a88a1a4a6081908645b0f2914521ab completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc7486cb48190acef1891cc87bdb1 completed March 7, 2026, 6:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea896e0388190aabff2d70787dc43 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea91ce164819091aa24b287f9fb8e completed March 9, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69aea999b864819084134c670e7c5d9c completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:55 p.m.