Triple
T14594769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shuwa Arabs |
E342528
|
entity |
| Predicate | subgroupOf |
P10
|
FINISHED |
| Object | Baggara Arabs |
E955208
|
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: Baggara Arabs | Statement: [Shuwa Arabs, subgroupOf, Baggara Arabs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baggara Arabs Context triple: [Shuwa Arabs, subgroupOf, Baggara Arabs]
-
A.
Baggara Arabs
chosen
The Baggara Arabs are a traditionally nomadic Arab ethnic group of cattle herders spread across the Sahel region of Africa, particularly in countries like Sudan and Chad.
-
B.
Borkou-Ennedi-Tibesti
Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
-
C.
Zouar
Zouar is a remote oasis town in northern Chad that serves as an important local center in the mountainous Tibesti region.
-
D.
Dongolawi
Dongolawi is a Nubian language spoken primarily along the Nile in northern Sudan, known for its role in preserving the cultural and linguistic heritage of the Nubian people.
-
E.
Nilo-Saharian
Nilo-Saharian is an alternative name for the proposed Nilo-Saharan language family, a large and geographically widespread group of languages spoken mainly in central and eastern Africa.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb43581348190b5362251c3a89654 |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5c79c488190a134d2b0435e899e |
completed | May 8, 2026, 12:23 p.m. |
Created at: April 10, 2026, 1:24 a.m.