Triple

T14788509
Position Surface form Disambiguated ID Type / Status
Subject Southern Niger E347591 entity
Predicate majorCity P316 FINISHED
Object Maradi
Maradi is a key commercial and population center in southern Niger, known as one of the country’s largest and most economically important cities.
 E1119840 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: Maradi | Statement: [Southern Niger, majorCity, Maradi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maradi
Context triple: [Southern Niger, majorCity, Maradi]
  • A. Mopti
    Mopti is a major city in central Mali known as a bustling river port and commercial hub situated at the confluence of the Niger and Bani rivers.
  • B. Zinder
    Zinder is a major city in southern Niger known as an important historical and commercial center in the Sahel region.
  • C. Ségou
    Ségou is a historic city in central Mali known for its role as a former Bambara kingdom capital, its Niger River location, and its rich cultural and artistic heritage.
  • D. Niamey Zarma
    Niamey Zarma is the principal urban dialect of the Zarma language, predominantly spoken in and around Niger’s capital city, Niamey.
  • E. Bafoussam
    Bafoussam is a major city in western Cameroon known as an important economic and cultural center of the Bamileke people.
  • 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: Maradi
Triple: [Southern Niger, majorCity, Maradi]
Generated description
Maradi is a key commercial and population center in southern Niger, known as one of the country’s largest and most economically important cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maradi
Target entity description: Maradi is a key commercial and population center in southern Niger, known as one of the country’s largest and most economically important cities.
  • A. Mopti
    Mopti is a major city in central Mali known as a bustling river port and commercial hub situated at the confluence of the Niger and Bani rivers.
  • B. Zinder
    Zinder is a major city in southern Niger known as an important historical and commercial center in the Sahel region.
  • C. Ségou
    Ségou is a historic city in central Mali known for its role as a former Bambara kingdom capital, its Niger River location, and its rich cultural and artistic heritage.
  • D. Niamey Zarma
    Niamey Zarma is the principal urban dialect of the Zarma language, predominantly spoken in and around Niger’s capital city, Niamey.
  • E. Bafoussam
    Bafoussam is a major city in western Cameroon known as an important economic and cultural center of the Bamileke people.
  • 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_69fe24b9e8a08190bc736ac207b77324 completed May 8, 2026, 6 p.m.
NEDg Description generation batch_69fe266a05308190b9f6adba3e635e2f completed May 8, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69fe26f8fb7881909892c381b16fc80a completed May 8, 2026, 6:10 p.m.
Created at: April 10, 2026, 1:31 a.m.