Triple
T14399949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger national road network |
E357043
|
entity |
| Predicate | hasMajorCorridor |
P5520
|
FINISHED |
| Object |
Niamey–Zinder corridor
The Niamey–Zinder corridor is a key transport axis in Niger that links the capital Niamey with the major eastern city of Zinder, facilitating domestic trade and regional connectivity.
|
E1098029
|
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: Niamey–Zinder corridor | Statement: [Niger national road network, hasMajorCorridor, Niamey–Zinder corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Niamey–Zinder corridor Context triple: [Niger national road network, hasMajorCorridor, Niamey–Zinder corridor]
-
A.
Niamey Region
Niamey Region is an administrative region in southwestern Niger that encompasses the national capital, Niamey, and its surrounding area.
-
B.
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.
-
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.
Al Sahel
Al Sahel is a subtribe of the larger Qahtan tribal confederation, traditionally associated with the Arabian Peninsula.
-
E.
Bertoua
Bertoua is a major city in eastern Cameroon that serves as an important administrative and commercial hub for the surrounding forested 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: Niamey–Zinder corridor Triple: [Niger national road network, hasMajorCorridor, Niamey–Zinder corridor]
Generated description
The Niamey–Zinder corridor is a key transport axis in Niger that links the capital Niamey with the major eastern city of Zinder, facilitating domestic trade and regional connectivity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Niamey–Zinder corridor Target entity description: The Niamey–Zinder corridor is a key transport axis in Niger that links the capital Niamey with the major eastern city of Zinder, facilitating domestic trade and regional connectivity.
-
A.
Niamey Region
Niamey Region is an administrative region in southwestern Niger that encompasses the national capital, Niamey, and its surrounding area.
-
B.
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.
-
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.
Al Sahel
Al Sahel is a subtribe of the larger Qahtan tribal confederation, traditionally associated with the Arabian Peninsula.
-
E.
Bertoua
Bertoua is a major city in eastern Cameroon that serves as an important administrative and commercial hub for the surrounding forested 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_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_69fd57a6711881909429bba35ee867c6 |
completed | May 8, 2026, 3:25 a.m. |
Created at: April 10, 2026, 1:17 a.m.