Triple
T21652412
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brazilian semi-arid region |
E534369
|
entity |
| Predicate | governedByPolicy |
P42489
|
FINISHED |
| Object |
Brazilian National Policy for the Development of the Semi-Arid Region
The Brazilian National Policy for the Development of the Semi-Arid Region is a federal framework aimed at promoting sustainable development, reducing poverty, and improving resilience to drought in Brazil’s semi-arid areas through coordinated social, economic, and environmental actions.
|
E1495435
|
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: Brazilian National Policy for the Development of the Semi-Arid Region | Statement: [Brazilian semi-arid region, governedByPolicy, Brazilian National Policy for the Development of the Semi-Arid Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brazilian National Policy for the Development of the Semi-Arid Region Context triple: [Brazilian semi-arid region, governedByPolicy, Brazilian National Policy for the Development of the Semi-Arid Region]
-
A.
Instituto Nacional do Semiárido
The Instituto Nacional do Semiárido is a Brazilian research institution dedicated to studying and promoting sustainable development and coexistence with the semi-arid climate of Brazil’s Northeast region.
-
B.
Projeto de Integração do Rio São Francisco
O Projeto de Integração do Rio São Francisco é uma grande obra de infraestrutura hídrica brasileira destinada a transpor águas do Rio São Francisco para regiões semiáridas do Nordeste, visando garantir abastecimento humano, desenvolvimento econômico e segurança hídrica.
-
C.
Brazilian semi-arid region
The Brazilian semi-arid region is a vast, predominantly dry area in northeastern Brazil characterized by low and irregular rainfall, caatinga vegetation, and frequent droughts.
-
D.
Brazilian National System of Conservation Units
The Brazilian National System of Conservation Units is a nationwide framework that organizes and manages Brazil’s protected areas to conserve biodiversity and natural resources under federal, state, and municipal jurisdictions.
-
E.
Sustainable Development Action Plan of the Niger Basin
The Sustainable Development Action Plan of the Niger Basin is a long-term regional strategy that guides coordinated environmental management, economic development, and water-resource use among Niger Basin countries under the Niger Basin Authority.
- 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: Brazilian National Policy for the Development of the Semi-Arid Region Triple: [Brazilian semi-arid region, governedByPolicy, Brazilian National Policy for the Development of the Semi-Arid Region]
Generated description
The Brazilian National Policy for the Development of the Semi-Arid Region is a federal framework aimed at promoting sustainable development, reducing poverty, and improving resilience to drought in Brazil’s semi-arid areas through coordinated social, economic, and environmental actions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brazilian National Policy for the Development of the Semi-Arid Region Target entity description: The Brazilian National Policy for the Development of the Semi-Arid Region is a federal framework aimed at promoting sustainable development, reducing poverty, and improving resilience to drought in Brazil’s semi-arid areas through coordinated social, economic, and environmental actions.
-
A.
Instituto Nacional do Semiárido
The Instituto Nacional do Semiárido is a Brazilian research institution dedicated to studying and promoting sustainable development and coexistence with the semi-arid climate of Brazil’s Northeast region.
-
B.
Projeto de Integração do Rio São Francisco
O Projeto de Integração do Rio São Francisco é uma grande obra de infraestrutura hídrica brasileira destinada a transpor águas do Rio São Francisco para regiões semiáridas do Nordeste, visando garantir abastecimento humano, desenvolvimento econômico e segurança hídrica.
-
C.
Brazilian semi-arid region
The Brazilian semi-arid region is a vast, predominantly dry area in northeastern Brazil characterized by low and irregular rainfall, caatinga vegetation, and frequent droughts.
-
D.
Brazilian National System of Conservation Units
The Brazilian National System of Conservation Units is a nationwide framework that organizes and manages Brazil’s protected areas to conserve biodiversity and natural resources under federal, state, and municipal jurisdictions.
-
E.
Sustainable Development Action Plan of the Niger Basin
The Sustainable Development Action Plan of the Niger Basin is a long-term regional strategy that guides coordinated environmental management, economic development, and water-resource use among Niger Basin countries under the Niger Basin Authority.
- 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_69e0c466aec88190ba39c7543dbc8ba2 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef591594a08190bf0ddd0a0c0922ba |
completed | April 27, 2026, 12:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a15960e348190b944ee34d80cd8a8 |
completed | May 17, 2026, 7:23 p.m. |
| NEDg | Description generation | batch_6a0a16c278188190855335930666cede |
completed | May 17, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a17a2c81481908e229ea58e61843e |
completed | May 17, 2026, 7:31 p.m. |
Created at: April 16, 2026, 6:36 p.m.