Triple

T15876505
Position Surface form Disambiguated ID Type / Status
Subject Zaghawa people E384964 entity
Predicate alsoKnownAs P39 FINISHED
Object Beri
The Beri are an ethnic group of the central Sahara and Sahel, primarily in Chad and Sudan, known for their Nilo-Saharan language and pastoralist traditions.
 E1181608 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: Beri | Statement: [Zaghawa people, alsoKnownAs, Beri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beri
Context triple: [Zaghawa people, alsoKnownAs, Beri]
  • A. Beger
    Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
  • B. Berri
    Berri is a regional town in South Australia's Riverland area, known for its citrus and grape production along the Murray River.
  • C. Bereina
    Bereina is a small town in Papua New Guinea’s Central Province, known primarily as a rural administrative and service center for surrounding villages.
  • D. Beita
    Beita is a Palestinian town in the central West Bank known for its location south of Nablus and for frequent land and settlement-related tensions with Israeli authorities and settlers.
  • E. Bori
    Bori is a traditional West African spiritual practice and possession cult, particularly associated with the Hausa people and their pre-Islamic religious heritage.
  • 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: Beri
Triple: [Zaghawa people, alsoKnownAs, Beri]
Generated description
The Beri are an ethnic group of the central Sahara and Sahel, primarily in Chad and Sudan, known for their Nilo-Saharan language and pastoralist traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beri
Target entity description: The Beri are an ethnic group of the central Sahara and Sahel, primarily in Chad and Sudan, known for their Nilo-Saharan language and pastoralist traditions.
  • A. Beger
    Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
  • B. Berri
    Berri is a regional town in South Australia's Riverland area, known for its citrus and grape production along the Murray River.
  • C. Bereina
    Bereina is a small town in Papua New Guinea’s Central Province, known primarily as a rural administrative and service center for surrounding villages.
  • D. Beita
    Beita is a Palestinian town in the central West Bank known for its location south of Nablus and for frequent land and settlement-related tensions with Israeli authorities and settlers.
  • E. Bori
    Bori is a traditional West African spiritual practice and possession cult, particularly associated with the Hausa people and their pre-Islamic religious heritage.
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e155fdc1b881909d1c82c4c66a195a completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa950a890819092bc1e8895034593 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffab1d8f0881908ead340c4b913a76 completed May 9, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69ffab8c79588190adf87fcec328985a completed May 9, 2026, 9:47 p.m.
Created at: April 10, 2026, 4:51 a.m.