Triple

T8370164
Position Surface form Disambiguated ID Type / Status
Subject Tahoua cross E197432 entity
Predicate region P40 FINISHED
Object Tahoua Region
Tahoua Region is an administrative region in central Niger known for its predominantly arid Sahelian landscape and a largely agro-pastoral economy.
E781511 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: Tahoua Region | Statement: [Tahoua cross, region, Tahoua Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tahoua Region
Context triple: [Tahoua cross, region, Tahoua Region]
  • A. Atacama Region
    The Atacama Region is a sparsely populated administrative region in northern Chile, known for encompassing part of the Atacama Desert and hosting some of the world’s highest volcanoes and driest landscapes.
  • B. Elqui Province
    Elqui Province is an administrative division in northern Chile known for its clear skies, astronomical observatories, and the Elqui Valley’s wine and pisco production.
  • C. Valdivia Province
    Valdivia Province is an administrative division in southern Chile known for its lush forests, rivers, and the historic city of Valdivia as its capital.
  • D. Chile’s Coquimbo Region
    Chile’s Coquimbo Region is a semi-arid coastal and inland area in north-central Chile known for its valleys, astronomy observatories, and pisco-producing vineyards.
  • E. Chiquitos region
    The Chiquitos region is a historical area in eastern Bolivia known for its Jesuit mission towns, distinctive Chiquitano culture, and well-preserved colonial architecture.
  • 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: Tahoua Region
Triple: [Tahoua cross, region, Tahoua Region]
Generated description
Tahoua Region is an administrative region in central Niger known for its predominantly arid Sahelian landscape and a largely agro-pastoral economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tahoua Region
Target entity description: Tahoua Region is an administrative region in central Niger known for its predominantly arid Sahelian landscape and a largely agro-pastoral economy.
  • A. Atacama Region
    The Atacama Region is a sparsely populated administrative region in northern Chile, known for encompassing part of the Atacama Desert and hosting some of the world’s highest volcanoes and driest landscapes.
  • B. Elqui Province
    Elqui Province is an administrative division in northern Chile known for its clear skies, astronomical observatories, and the Elqui Valley’s wine and pisco production.
  • C. Valdivia Province
    Valdivia Province is an administrative division in southern Chile known for its lush forests, rivers, and the historic city of Valdivia as its capital.
  • D. Chile’s Coquimbo Region
    Chile’s Coquimbo Region is a semi-arid coastal and inland area in north-central Chile known for its valleys, astronomy observatories, and pisco-producing vineyards.
  • E. Chiquitos region
    The Chiquitos region is a historical area in eastern Bolivia known for its Jesuit mission towns, distinctive Chiquitano culture, and well-preserved colonial architecture.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a400888190bef114052f3c4f76 completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0542a84dc819092a1dce08cc12a6d completed April 3, 2026, 11:58 p.m.
NEDg Description generation batch_69d055a47dc48190a088315c017e144b completed April 4, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69d0562e41bc8190801c75e962600df2 completed April 4, 2026, 12:07 a.m.
Created at: March 30, 2026, 6:01 p.m.