Triple

T14399944
Position Surface form Disambiguated ID Type / Status
Subject Niger national road network E357043 entity
Predicate connectsRegions P24718 FINISHED
Object western Niger
Western Niger is the more developed, densely populated part of Niger that includes key cities and transport corridors near the borders with Mali, Burkina Faso, and Nigeria.
E1098255 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: western Niger | Statement: [Niger national road network, connectsRegions, western Niger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: western Niger
Context triple: [Niger national road network, connectsRegions, western Niger]
  • A. 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.
  • B. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • C. 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.
  • D. western Sudan
    Western Sudan is a region of Sudan characterized by its diverse ethnic groups, languages, and cultures, including communities that speak the Taman languages.
  • E. 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.
  • 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: western Niger
Triple: [Niger national road network, connectsRegions, western Niger]
Generated description
Western Niger is the more developed, densely populated part of Niger that includes key cities and transport corridors near the borders with Mali, Burkina Faso, and Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: western Niger
Target entity description: Western Niger is the more developed, densely populated part of Niger that includes key cities and transport corridors near the borders with Mali, Burkina Faso, and Nigeria.
  • A. 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.
  • B. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • C. 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.
  • D. western Sudan
    Western Sudan is a region of Sudan characterized by its diverse ethnic groups, languages, and cultures, including communities that speak the Taman languages.
  • E. 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.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9083f9d081908fe5c99655c410b3 completed April 14, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551eb09c8190a102ab452371e5b1 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671340081909d87978be2a5522b completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57a787988190bec179e276fe7014 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:17 a.m.