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.