Triple

T14348014
Position Surface form Disambiguated ID Type / Status
Subject Yobe River E355777 entity
Predicate borderSectionBetween P39423 FINISHED
Object Diffa Region, Niger
Diffa Region is a sparsely populated, arid administrative region in southeastern Niger known for its location along the borders with Nigeria and Chad and its vulnerability to security challenges and humanitarian crises.
E1092755 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: Diffa Region, Niger | Statement: [Yobe River, borderSectionBetween, Diffa Region, Niger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Diffa Region, Niger
Context triple: [Yobe River, borderSectionBetween, Diffa Region, Niger]
  • A. Niamey Region
    Niamey Region is an administrative region in southwestern Niger that encompasses the national capital, Niamey, and its surrounding area.
  • B. Middle Niger region
    The Middle Niger region is a historically significant area of West Africa along the central course of the Niger River, known for its early urban civilizations, trade networks, and rich cultural heritage.
  • C. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • D. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • E. Liptako-Gourma region
    The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
  • 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: Diffa Region, Niger
Triple: [Yobe River, borderSectionBetween, Diffa Region, Niger]
Generated description
Diffa Region is a sparsely populated, arid administrative region in southeastern Niger known for its location along the borders with Nigeria and Chad and its vulnerability to security challenges and humanitarian crises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Diffa Region, Niger
Target entity description: Diffa Region is a sparsely populated, arid administrative region in southeastern Niger known for its location along the borders with Nigeria and Chad and its vulnerability to security challenges and humanitarian crises.
  • A. Niamey Region
    Niamey Region is an administrative region in southwestern Niger that encompasses the national capital, Niamey, and its surrounding area.
  • B. Middle Niger region
    The Middle Niger region is a historically significant area of West Africa along the central course of the Niger River, known for its early urban civilizations, trade networks, and rich cultural heritage.
  • C. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • D. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • E. Liptako-Gourma region
    The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e8d081c8190ac805726a3e98f4c completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46a12ad08190a2f0dc5890ed5ce9 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4768edc881909a0c586b6d9568a3 completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd47eb7db08190a68f60b255073d8d completed May 8, 2026, 2:18 a.m.
Created at: April 10, 2026, 1:14 a.m.