Triple
T9548357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toubou people |
E230353
|
entity |
| Predicate | primaryRegion |
P1103
|
FINISHED |
| Object | Ennedi region |
E227593
|
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: Ennedi region | Statement: [Toubou people, primaryRegion, Ennedi region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ennedi region Context triple: [Toubou people, primaryRegion, Ennedi region]
-
A.
Ennedi
chosen
Ennedi is a remote region in northeastern Chad renowned for its dramatic sandstone massifs, rock arches, and prehistoric rock art.
-
B.
Kanem Region
Kanem Region is an administrative region in western Chad known for its arid Sahelian landscape and historical ties to the medieval Kanem Empire.
-
C.
Butana region
The Butana region is a semi-arid plateau in eastern Sudan known for its ancient Nubian archaeological sites and historic role as a pastoral and trade area.
-
D.
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.
-
E.
Ubangi-Shari territory
Ubangi-Shari territory was a French colonial territory in central Africa that later became the modern nation of the Central African Republic.
- 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_69ca847c70b8819088a0a0bad64a50d6 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99059138819088ae54b26df979cf |
completed | April 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c7be5008190a16036525fd9059e |
completed | April 4, 2026, 5:38 p.m. |
Created at: March 30, 2026, 8:02 p.m.