Triple

T10249326
Position Surface form Disambiguated ID Type / Status
Subject Takic languages E240298 entity
Predicate hasLanguage P15 FINISHED
Object Kupa language
The Kupa language is a member of the Takic branch of the Uto-Aztecan language family, traditionally spoken by Indigenous people of Southern California.
 E278636 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: Kupa language | Statement: [Takic languages, hasLanguage, Kupa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kupa language
Context triple: [Takic languages, hasLanguage, Kupa language]
  • A. Cupeno language
    The Cupeño language is an endangered Uto-Aztecan language historically spoken by the Cupeño people of Southern California.
  • B. Capul language
    Capul language, also known as Inabaknon, is an Austronesian language spoken primarily on Capul Island in Northern Samar, Philippines.
  • C. Khaput language
    The Khaput language is a lesser-known member of the Northeast Caucasian language family spoken by a small community in the Caucasus region.
  • D. Kapon languages
    Kapon languages are a small group of closely related Cariban languages spoken by indigenous Kapon peoples in the Guiana Highlands of northern South America.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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: Kupa language
Triple: [Takic languages, hasLanguage, Kupa language]
Generated description
The Kupa language is a member of the Takic branch of the Uto-Aztecan language family, traditionally spoken by Indigenous people of Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kupa language
Target entity description: The Kupa language is a member of the Takic branch of the Uto-Aztecan language family, traditionally spoken by Indigenous people of Southern California.
  • A. Cupeno language chosen
    The Cupeño language is an endangered Uto-Aztecan language historically spoken by the Cupeño people of Southern California.
  • B. Capul language
    Capul language, also known as Inabaknon, is an Austronesian language spoken primarily on Capul Island in Northern Samar, Philippines.
  • C. Khaput language
    The Khaput language is a lesser-known member of the Northeast Caucasian language family spoken by a small community in the Caucasus region.
  • D. Kapon languages
    Kapon languages are a small group of closely related Cariban languages spoken by indigenous Kapon peoples in the Guiana Highlands of northern South America.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d23c4cd88190b99e65a074b68d6b completed April 7, 2026, 9:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7b66c6881908b432fbdd5ecf11e completed April 9, 2026, 12:49 a.m.
NEDg Description generation batch_69d6fa303d4c8190b9f1c3addf7d8b09 completed April 9, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69d6ff301d488190b18f1e02bbf1dada completed April 9, 2026, 1:21 a.m.
Created at: April 6, 2026, 11:28 a.m.