Triple

T10775763
Position Surface form Disambiguated ID Type / Status
Subject western Sudan E254192 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Berti people
The Berti people are an ethnic group of Sudan, traditionally inhabiting the Darfur region and known for their historical role in trans-Saharan trade and Islamic cultural life.
E888582 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: Berti people | Statement: [western Sudan, hasEthnicGroup, Berti people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berti people
Context triple: [western Sudan, hasEthnicGroup, Berti people]
  • A. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • B. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • C. Bintauna people
    The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
  • D. Baure people
    The Baure people are an indigenous group from the Bolivian lowlands, traditionally living in the Beni region and known for their distinct Arawakan language and cultural practices.
  • E. Batek people
    The Batek people are an indigenous, traditionally nomadic hunter-gatherer group of the Malay Peninsula, known for their forest-based lifestyle and distinct Aslian language and culture.
  • 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: Berti people
Triple: [western Sudan, hasEthnicGroup, Berti people]
Generated description
The Berti people are an ethnic group of Sudan, traditionally inhabiting the Darfur region and known for their historical role in trans-Saharan trade and Islamic cultural life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berti people
Target entity description: The Berti people are an ethnic group of Sudan, traditionally inhabiting the Darfur region and known for their historical role in trans-Saharan trade and Islamic cultural life.
  • A. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • B. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • C. Bintauna people
    The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
  • D. Baure people
    The Baure people are an indigenous group from the Bolivian lowlands, traditionally living in the Beni region and known for their distinct Arawakan language and cultural practices.
  • E. Batek people
    The Batek people are an indigenous, traditionally nomadic hunter-gatherer group of the Malay Peninsula, known for their forest-based lifestyle and distinct Aslian language and culture.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7329cc6c881908f827edff941d456 completed April 9, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb0b5c9d8819088edb21a35d8b0dc completed April 14, 2026, 9:25 p.m.
NEDg Description generation batch_69deb3ef9d0c8190816dc99ed102e03d completed April 14, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69deb4e471648190a00f3a921b5fb657 completed April 14, 2026, 9:43 p.m.
Created at: April 8, 2026, 9:16 p.m.