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.