Triple
T1401704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shilha |
E31598
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Shilha people
The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
|
E164015
|
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: Shilha people | Statement: [Shilha, spokenBy, Shilha people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shilha people Context triple: [Shilha, spokenBy, Shilha people]
-
A.
Tübatulabal people
The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
-
B.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
C.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
D.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
E.
Damara people
The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
- 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: Shilha people Triple: [Shilha, spokenBy, Shilha people]
Generated description
The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shilha people Target entity description: The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
-
A.
Tübatulabal people
The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
-
B.
Dimasa people
The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
-
C.
Shuar people
The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
-
D.
Rarámuri people
The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
-
E.
Damara people
The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
- 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_69a49918e1f88190ba610f9dc8114578 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c39da20c8190b9c82cc4ad747c66 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad015839908190b7f9f6c79dcc0367 |
completed | March 8, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69ad029ff1848190a4c25325a68bd8b9 |
completed | March 8, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad030a31688190a5d5ef4a7f975e2e |
completed | March 8, 2026, 5:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.