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.