Triple
T7763555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghomara language |
E176085
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object | Ghomara people |
E687663
|
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: Ghomara people | Statement: [Ghomara language, ethnicGroup, Ghomara people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghomara people Context triple: [Ghomara language, ethnicGroup, Ghomara people]
-
A.
Ghomara people
chosen
The Ghomara people are an indigenous Berber ethnic group from northern Morocco, traditionally inhabiting the Rif region and known for their distinct cultural practices and language.
-
B.
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
C.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
-
D.
Kumzari people
The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
-
E.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c704061d1881909b5b42bb93d2b8a7 |
completed | March 27, 2026, 10:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8d6c8276c8190bdc3efc2a6175610 |
completed | March 29, 2026, 7:37 a.m. |
Created at: March 27, 2026, 4:09 p.m.