Triple

T20299806
Position Surface form Disambiguated ID Type / Status
Subject Harakmbut E505447 entity
Predicate hasLanguage P15 FINISHED
Object Wachiperi language
The Wachiperi language is an indigenous Harakmbut tongue spoken by a small community in the Peruvian Amazon, known for its endangered status and rich oral traditions.
 E1421641 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: Wachiperi language | Statement: [Harakmbut, hasLanguage, Wachiperi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wachiperi language
Context triple: [Harakmbut, hasLanguage, Wachiperi language]
  • A. Kumbewaha language
    The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
  • B. Shekkacho language
    The Shekkacho language is an Afroasiatic Omotic language spoken primarily by the Shekka people in the Sheka Zone of southwestern Ethiopia.
  • C. Chambeali language
    Chambeali is an Indo-Aryan language spoken in the Chamba region of Himachal Pradesh in northern India.
  • D. Okwanuchu language
    The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
  • E. Nomatsiguenga language
    The Nomatsiguenga language is an Arawakan language spoken by the Nomatsiguenga people of Peru’s Amazon rainforest, closely associated with the broader Asháninka linguistic and cultural group.
  • 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: Wachiperi language
Triple: [Harakmbut, hasLanguage, Wachiperi language]
Generated description
The Wachiperi language is an indigenous Harakmbut tongue spoken by a small community in the Peruvian Amazon, known for its endangered status and rich oral traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wachiperi language
Target entity description: The Wachiperi language is an indigenous Harakmbut tongue spoken by a small community in the Peruvian Amazon, known for its endangered status and rich oral traditions.
  • A. Kumbewaha language
    The Kumbewaha language is an Austronesian language spoken in Sulawesi, Indonesia, belonging to the Wotu–Wolio subgroup.
  • B. Shekkacho language
    The Shekkacho language is an Afroasiatic Omotic language spoken primarily by the Shekka people in the Sheka Zone of southwestern Ethiopia.
  • C. Chambeali language
    Chambeali is an Indo-Aryan language spoken in the Chamba region of Himachal Pradesh in northern India.
  • D. Okwanuchu language
    The Okwanuchu language is an extinct Native American tongue once spoken in northern California, belonging to the Shastan family.
  • E. Nomatsiguenga language
    The Nomatsiguenga language is an Arawakan language spoken by the Nomatsiguenga people of Peru’s Amazon rainforest, closely associated with the broader Asháninka linguistic and cultural group.
  • 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.