Triple
T7367901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shawiya |
E169916
|
entity |
| Predicate | relatedGroup |
P37
|
FINISHED |
| Object | Tuareg |
E6207
|
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: Tuareg | Statement: [Shawiya, relatedGroup, Tuareg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tuareg Context triple: [Shawiya, relatedGroup, Tuareg]
-
A.
Tuareg
chosen
The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
-
B.
Siwa Berber
Siwa Berber is a Berber (Amazigh) language spoken primarily in Egypt’s Siwa Oasis, known for its unique features within the Berber language family and its relative isolation from other Amazigh-speaking communities.
-
C.
Chenoua people
The Chenoua people are an indigenous Berber (Amazigh) ethnic group of northern Algeria, traditionally inhabiting the Mount Chenoua region and preserving their own distinct language and cultural practices.
-
D.
Dosso Zarma
Dosso Zarma is a major regional variety of the Zarma language spoken primarily around the Dosso area of Niger.
-
E.
Dyula people
The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
- 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_69c68a5ade988190885b7175f63b7534 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f17fe278819094eb1dd886583c6a |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802bfaa10819083ab3137dbdeefb6 |
completed | March 28, 2026, 4:33 p.m. |
Created at: March 27, 2026, 3:07 p.m.