Triple
T9443684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hassaniya Arabic |
E227709
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | northern Mali |
E729423
|
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: [Hassaniya Arabic, spokenIn, northern Mali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Mali Context triple: [Hassaniya Arabic, spokenIn, northern Mali]
-
A.
northern Mali
chosen
Northern Mali is a sparsely populated, largely desert region of Mali that has been a focal point of Tuareg rebellions, armed conflict, and peace negotiations.
-
B.
southern Mali
Southern Mali is a predominantly rural region of Mali characterized by its savanna landscapes, agricultural activity (especially cotton production), and relatively higher population density compared to the country’s arid north.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ca843884488190ad6cbe0153088234 |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7f3171248190b92ab990371e63f5 |
completed | April 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d110627f3881908736497901a5eba8 |
completed | April 4, 2026, 1:21 p.m. |
Created at: March 30, 2026, 7:51 p.m.