Triple
T7550173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chenoui |
E178509
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Shenwa people
The Shenwa people are an indigenous Berber ethnic group of northern Algeria, traditionally inhabiting the Chenoua region near Tipaza and maintaining their own distinct language and cultural practices.
|
E719997
|
NE FINISHED |
How this triple was built (4 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: Shenwa people | Statement: [Chenoui, spokenBy, Shenwa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenwa people Context triple: [Chenoui, spokenBy, Shenwa people]
-
A.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
B.
Daisu people
The Daisu people are an ethnic group in East Africa known for speaking a variety of the Sabaki branch of Bantu languages.
-
C.
Dawan people
The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
-
D.
Nohur people
The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
-
E.
Chimariko people
The Chimariko people are an Indigenous group native to northwestern California, historically living along the Trinity River and known for their distinct language and traditional riverine lifeways.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shenwa people Triple: [Chenoui, spokenBy, Shenwa people]
Generated description
The Shenwa people are an indigenous Berber ethnic group of northern Algeria, traditionally inhabiting the Chenoua region near Tipaza and maintaining their own distinct language and cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shenwa people Target entity description: The Shenwa people are an indigenous Berber ethnic group of northern Algeria, traditionally inhabiting the Chenoua region near Tipaza and maintaining their own distinct language and cultural practices.
-
A.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
-
B.
Daisu people
The Daisu people are an ethnic group in East Africa known for speaking a variety of the Sabaki branch of Bantu languages.
-
C.
Dawan people
The Dawan people are an indigenous ethnic group of Timor, primarily inhabiting the western and central parts of the island in Indonesia’s East Nusa Tenggara province, with their own distinct language and cultural traditions.
-
D.
Nohur people
The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
-
E.
Chimariko people
The Chimariko people are an Indigenous group native to northwestern California, historically living along the Trinity River and known for their distinct language and traditional riverine lifeways.
- F. None of above. chosen
Provenance (5 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8b35ba481908e1e5bbf329daa33 |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd336af7c48190956add895fff9c21 |
completed | April 1, 2026, 3:02 p.m. |
| NEDg | Description generation | batch_69cd36ecc1d88190a978f1d51b0e1382 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4e7822e48190bb573162f224bd8c |
completed | April 1, 2026, 4:57 p.m. |
Created at: March 27, 2026, 3:49 p.m.