Triple

T11827891
Position Surface form Disambiguated ID Type / Status
Subject Beti-Fang languages E281303 entity
Predicate spokenBy P2181 FINISHED
Object Beti people
The Beti people are a Central African ethnic group, primarily in Cameroon and neighboring countries, known for their shared cultural traditions, patrilineal social structure, and use of Beti-Fang languages.
E1099940 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: Beti people | Statement: [Beti-Fang languages, spokenBy, Beti people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beti people
Context triple: [Beti-Fang languages, spokenBy, Beti people]
  • A. Bintauna people
    The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
  • B. Kharia people
    The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
  • C. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • D. Hema people
    The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
  • E. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • 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: Beti people
Triple: [Beti-Fang languages, spokenBy, Beti people]
Generated description
The Beti people are a Central African ethnic group, primarily in Cameroon and neighboring countries, known for their shared cultural traditions, patrilineal social structure, and use of Beti-Fang languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beti people
Target entity description: The Beti people are a Central African ethnic group, primarily in Cameroon and neighboring countries, known for their shared cultural traditions, patrilineal social structure, and use of Beti-Fang languages.
  • A. Bintauna people
    The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
  • B. Kharia people
    The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
  • C. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
  • D. Hema people
    The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
  • E. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5ec3a148190bb184ba0d481b16a completed April 10, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bab66488190a465e40f1181506e completed May 8, 2026, 3:42 a.m.
NEDg Description generation batch_69fd5d7a5ec48190ab50f6f7c93be24a completed May 8, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd5e1ca1e081908441508d651ecc63 completed May 8, 2026, 3:53 a.m.
Created at: April 8, 2026, 9:43 p.m.