Triple

T20299814
Position Surface form Disambiguated ID Type / Status
Subject Harakmbut E505447 entity
Predicate hasLanguage P15 FINISHED
Object Kuyuwari-Harakmbut dialect continuum
The Kuyuwari-Harakmbut dialect continuum is a group of closely related indigenous Harakmbut language varieties spoken by communities in the Peruvian Amazon.
 E1421646 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-Harakmbut dialect continuum | Statement: [Harakmbut, hasLanguage, Kuyuwari-Harakmbut dialect continuum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuyuwari-Harakmbut dialect continuum
Context triple: [Harakmbut, hasLanguage, Kuyuwari-Harakmbut dialect continuum]
  • A. Kuikuro-Kalapalo dialect continuum
    The Kuikuro-Kalapalo dialect continuum is a closely related cluster of indigenous Cariban languages spoken by several Xingu peoples in Brazil’s Upper Xingu region.
  • B. Wilaqalpa dialect
    The Wilaqalpa dialect is a regional variety of the Cupeño language traditionally spoken by Indigenous Cupeño people of Southern California.
  • C. Huambisa language
    The Huambisa language is an indigenous Jivaroan language spoken by the Huambisa (Wampis) people of the northern Peruvian Amazon.
  • D. Sipakapense language
    The Sipakapense language is a Mayan language spoken by the Sipakapense people in the western highlands of Guatemala.
  • E. Picurís language
    The Picurís language is a Native American Tanoan language traditionally spoken by the Picurís Pueblo people of northern New Mexico and now considered highly endangered.
  • 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-Harakmbut dialect continuum
Triple: [Harakmbut, hasLanguage, Kuyuwari-Harakmbut dialect continuum]
Generated description
The Kuyuwari-Harakmbut dialect continuum is a group of closely related indigenous Harakmbut language varieties spoken by communities in the Peruvian Amazon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuyuwari-Harakmbut dialect continuum
Target entity description: The Kuyuwari-Harakmbut dialect continuum is a group of closely related indigenous Harakmbut language varieties spoken by communities in the Peruvian Amazon.
  • A. Kuikuro-Kalapalo dialect continuum
    The Kuikuro-Kalapalo dialect continuum is a closely related cluster of indigenous Cariban languages spoken by several Xingu peoples in Brazil’s Upper Xingu region.
  • B. Wilaqalpa dialect
    The Wilaqalpa dialect is a regional variety of the Cupeño language traditionally spoken by Indigenous Cupeño people of Southern California.
  • C. Huambisa language
    The Huambisa language is an indigenous Jivaroan language spoken by the Huambisa (Wampis) people of the northern Peruvian Amazon.
  • D. Sipakapense language
    The Sipakapense language is a Mayan language spoken by the Sipakapense people in the western highlands of Guatemala.
  • E. Picurís language
    The Picurís language is a Native American Tanoan language traditionally spoken by the Picurís Pueblo people of northern New Mexico and now considered highly endangered.
  • 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.