Triple

T14788512
Position Surface form Disambiguated ID Type / Status
Subject Southern Niger E347591 entity
Predicate majorCity P316 FINISHED
Object Tahoua
Tahoua is a significant urban and commercial center in Niger, serving as the capital of the Tahoua Region and a key hub for trade and administration in the country’s south.
E1121480 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 | Statement: [Southern Niger, majorCity, Tahoua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tahoua
Context triple: [Southern Niger, majorCity, Tahoua]
  • A. Tamaroa
    The Tamaroa were a Native American tribe of the Illinois Confederation who traditionally lived along the Mississippi River in what is now Illinois.
  • B. Melipeuco
    Melipeuco is a small Andean foothill town and commune in southern Chile known for its proximity to Conguillío National Park and the Llaima volcano.
  • C. El Tarra
    El Tarra is a municipality and town in northeastern Colombia, located in the Norte de Santander Department near the border with Venezuela.
  • D. Tupungato
    Tupungato is a renowned high-altitude wine-producing area in Argentina’s Mendoza province, celebrated especially for its Malbec and other premium varietals.
  • E. Parinacota
    Parinacota is a prominent stratovolcano in the central Andes on the Chile–Bolivia border, known for its symmetrical cone and location within the Lauca National Park region.
  • 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
Triple: [Southern Niger, majorCity, Tahoua]
Generated description
Tahoua is a significant urban and commercial center in Niger, serving as the capital of the Tahoua Region and a key hub for trade and administration in the country’s south.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tahoua
Target entity description: Tahoua is a significant urban and commercial center in Niger, serving as the capital of the Tahoua Region and a key hub for trade and administration in the country’s south.
  • A. Tamaroa
    The Tamaroa were a Native American tribe of the Illinois Confederation who traditionally lived along the Mississippi River in what is now Illinois.
  • B. Melipeuco
    Melipeuco is a small Andean foothill town and commune in southern Chile known for its proximity to Conguillío National Park and the Llaima volcano.
  • C. El Tarra
    El Tarra is a municipality and town in northeastern Colombia, located in the Norte de Santander Department near the border with Venezuela.
  • D. Tupungato
    Tupungato is a renowned high-altitude wine-producing area in Argentina’s Mendoza province, celebrated especially for its Malbec and other premium varietals.
  • E. Parinacota
    Parinacota is a prominent stratovolcano in the central Andes on the Chile–Bolivia border, known for its symmetrical cone and location within the Lauca National Park region.
  • 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_69d822e9b9e08190bedcc31a163fda82 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decaa1e9ec81908d7c26c1c4e43014 completed April 14, 2026, 11:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe388fc0e08190a758a1e0a4140909 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3ac39e508190a7b8b6cc3b4e3798 completed May 8, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69fe3b6c6154819089ba8882b5de3873 completed May 8, 2026, 7:37 p.m.
Created at: April 10, 2026, 1:31 a.m.