Triple
T6902248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Berber |
E159521
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | Northern Mali |
E84883
|
NE FINISHED |
How this triple was built (2 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: Northern Mali | Statement: [Northern Berber, spokenIn, Northern Mali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Mali Context triple: [Northern Berber, spokenIn, Northern Mali]
-
A.
eastern Mali
Eastern Mali is a sparsely populated Sahelian region of Mali that includes the historic trading city of Gao along the Niger River and is known for its desert landscapes and security challenges.
-
B.
central Mali
Central Mali is a region of Mali characterized by its Sahelian landscape, diverse ethnic communities, and recent history of conflict and insurgent activity.
-
C.
southwestern Mali
Southwestern Mali is a region of Mali that includes the national capital, Bamako, and serves as an important political and economic center of the country.
-
D.
Timbuktu Region
chosen
Timbuktu Region is a vast, sparsely populated administrative area in northern Mali that includes the historic city of Timbuktu and has been a focal point of conflict and counterinsurgency operations in the Sahel.
-
E.
Northern Niger
Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c6883822e0819091e321526f20ae0a |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d98749208190842ac075255ca249 |
completed | March 27, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748f0dc448190914e38d780644698 |
completed | March 28, 2026, 3:20 a.m. |
Created at: March 27, 2026, 2:24 p.m.