Triple

T20299813
Position Surface form Disambiguated ID Type / Status
Subject Harakmbut E505447 entity
Predicate hasLanguage P15 FINISHED
Object Kuyuwari language
The Kuyuwari language is an indigenous South American language spoken by the Harakmbut people of the Peruvian Amazon.
 E1421645 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: Kuyuwari language | Statement: [Harakmbut, hasLanguage, Kuyuwari language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuyuwari language
Context triple: [Harakmbut, hasLanguage, Kuyuwari language]
  • A. Cuyonon language
    Cuyonon is an Austronesian language of the Central Philippine (Bisayan) group, traditionally spoken by the Cuyonon people of the Cuyo Islands and parts of Palawan in the Philippines.
  • B. Kuy language
    Kuy language is an Austroasiatic language spoken by the Kuy people of Southeast Asia, primarily in Thailand, Laos, and Cambodia.
  • C. Warihío language
    The Warihío language is an indigenous Uto-Aztecan language spoken by the Warihío people of northwestern Mexico.
  • D. Kawki language
    The Kawki language is a lesser-known indigenous Aymaran language variety spoken by a small community in the Andean region of South America.
  • E. Keiyo language
    The Keiyo language is a Southern Nilotic language spoken by the Keiyo people of Kenya’s Rift Valley, closely associated with and linguistically similar to other Kalenjin languages such as Kipsigis.
  • 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: Kuyuwari language
Triple: [Harakmbut, hasLanguage, Kuyuwari language]
Generated description
The Kuyuwari language is an indigenous South American language spoken by the Harakmbut people of the Peruvian Amazon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuyuwari language
Target entity description: The Kuyuwari language is an indigenous South American language spoken by the Harakmbut people of the Peruvian Amazon.
  • A. Cuyonon language
    Cuyonon is an Austronesian language of the Central Philippine (Bisayan) group, traditionally spoken by the Cuyonon people of the Cuyo Islands and parts of Palawan in the Philippines.
  • B. Kuy language
    Kuy language is an Austroasiatic language spoken by the Kuy people of Southeast Asia, primarily in Thailand, Laos, and Cambodia.
  • C. Warihío language
    The Warihío language is an indigenous Uto-Aztecan language spoken by the Warihío people of northwestern Mexico.
  • D. Kawki language
    The Kawki language is a lesser-known indigenous Aymaran language variety spoken by a small community in the Andean region of South America.
  • E. Keiyo language
    The Keiyo language is a Southern Nilotic language spoken by the Keiyo people of Kenya’s Rift Valley, closely associated with and linguistically similar to other Kalenjin languages such as Kipsigis.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6770b9484819090ffcb339f2a435a completed April 20, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a3681888190ba2544466afeedd7 completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085a9b48b48190853f3599fa65355e completed May 16, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a085b01c0548190b11fee6477d61877 completed May 16, 2026, 11:54 a.m.
Created at: April 16, 2026, 11:16 a.m.