Triple

T21500243
Position Surface form Disambiguated ID Type / Status
Subject Kogi language E530454 entity
Predicate partOf P40 FINISHED
Object Arwako linguistic group
The Arwako linguistic group is a family of closely related Indigenous languages spoken by several Chibchan-speaking peoples of the Sierra Nevada de Santa Marta region in northern Colombia.
 E1487744 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: Arwako linguistic group | Statement: [Kogi language, partOf, Arwako linguistic group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arwako linguistic group
Context triple: [Kogi language, partOf, Arwako linguistic group]
  • A. Mori language cluster
    The Mori language cluster is a group of closely related Austronesian languages spoken in central Sulawesi, Indonesia, that share common linguistic features and cultural heritage.
  • B. Bubi language group
    The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
  • C. Towa-speaking peoples
    Towa-speaking peoples are Native American groups of the Pueblo culture, notably including the Jemez and formerly Pecos Pueblos, whose members traditionally spoke the Towa language.
  • D. Torres–Banks language group
    The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
  • E. Yuki–Wappo languages
    The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • 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: Arwako linguistic group
Triple: [Kogi language, partOf, Arwako linguistic group]
Generated description
The Arwako linguistic group is a family of closely related Indigenous languages spoken by several Chibchan-speaking peoples of the Sierra Nevada de Santa Marta region in northern Colombia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arwako linguistic group
Target entity description: The Arwako linguistic group is a family of closely related Indigenous languages spoken by several Chibchan-speaking peoples of the Sierra Nevada de Santa Marta region in northern Colombia.
  • A. Mori language cluster
    The Mori language cluster is a group of closely related Austronesian languages spoken in central Sulawesi, Indonesia, that share common linguistic features and cultural heritage.
  • B. Bubi language group
    The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
  • C. Towa-speaking peoples
    Towa-speaking peoples are Native American groups of the Pueblo culture, notably including the Jemez and formerly Pecos Pueblos, whose members traditionally spoke the Towa language.
  • D. Torres–Banks language group
    The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
  • E. Yuki–Wappo languages
    The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • 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_69e0c45bd15481909fba5910765cdda2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea5ae154819090299773b373b921 completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e13d6bc88190a55f46c68c9c55c2 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e1fc4f7881909e198768cdb43747 completed May 17, 2026, 3:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09e2c86858819092216c12d8aa3348 completed May 17, 2026, 3:46 p.m.
Created at: April 16, 2026, 6:24 p.m.