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.