Triple
T6885173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mopti |
E158899
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Songhai |
E71792
|
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: Songhai | Statement: [Mopti, hasEthnicGroup, Songhai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Songhai Context triple: [Mopti, hasEthnicGroup, Songhai]
-
A.
Songhai people
chosen
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
B.
Songhai Empire
The Songhai Empire was a powerful and wealthy medieval West African state centered along the Niger River, renowned for its control of trans-Saharan trade and cities like Gao and Timbuktu.
-
C.
Mande
Mande is a major branch of the Niger-Congo language family comprising numerous related languages spoken across West Africa, particularly in countries like Mali, Guinea, and Sierra Leone.
-
D.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
-
E.
Mali Empire
The Mali Empire was a powerful medieval West African state renowned for its wealth, trans-Saharan trade networks, and centers of Islamic learning such as Timbuktu.
- 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_69c688342f6c8190ad7eea6ba262db99 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d90a2590819092ff253dd66ebe8b |
completed | March 27, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c742dc8d608190b2a8e9c1f46e1420 |
completed | March 28, 2026, 2:54 a.m. |
Created at: March 27, 2026, 2:23 p.m.