Triple

T1494123
Position Surface form Disambiguated ID Type / Status
Subject Zenati languages E29647 entity
Predicate namedAfter P63 FINISHED
Object Zenata people
The Zenata people are a historic Berber (Amazigh) tribal confederation of North Africa, known for their early Islamization, extensive nomadic networks, and significant political influence in medieval Maghreb and Iberia.
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: Zenata people | Statement: [Zenati languages, namedAfter, Zenata people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zenata people
Context triple: [Zenati languages, namedAfter, Zenata people]
  • A. Quitu people
    The Quitu people were an indigenous pre-Columbian culture of the Andean region around present-day Quito in Ecuador, known for their complex social organization and role as predecessors to the Inca presence in the area.
  • B. 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.
  • C. 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.
  • D. Sirionó people
    The Sirionó people are an Indigenous group of the Bolivian lowlands, traditionally semi-nomadic hunter-gatherers with their own distinct language and cultural practices.
  • E. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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: Zenata people
Triple: [Zenati languages, namedAfter, Zenata people]
Generated description
The Zenata people are a historic Berber (Amazigh) tribal confederation of North Africa, known for their early Islamization, extensive nomadic networks, and significant political influence in medieval Maghreb and Iberia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zenata people
Target entity description: The Zenata people are a historic Berber (Amazigh) tribal confederation of North Africa, known for their early Islamization, extensive nomadic networks, and significant political influence in medieval Maghreb and Iberia.
  • A. Quitu people
    The Quitu people were an indigenous pre-Columbian culture of the Andean region around present-day Quito in Ecuador, known for their complex social organization and role as predecessors to the Inca presence in the area.
  • B. 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.
  • C. 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.
  • D. Sirionó people
    The Sirionó people are an Indigenous group of the Bolivian lowlands, traditionally semi-nomadic hunter-gatherers with their own distinct language and cultural practices.
  • E. Shilha people chosen
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • F. None of above.

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_69a498dba1d8819093b46a3a8d2485f1 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c6c665488190ae665f7a1b0563f5 completed March 1, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad232f4b80819095a608816d4d2a34 completed March 8, 2026, 7:20 a.m.
NEDg Description generation batch_69ad2501b82481908133bd9233a84267 completed March 8, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69ad2589c01081909f4b5cff5fe650e1 completed March 8, 2026, 7:30 a.m.
Created at: March 1, 2026, 8:12 p.m.