Triple

T5408086
Position Surface form Disambiguated ID Type / Status
Subject Quechuan language family E120942 entity
Predicate hasLanguage P15 FINISHED
Object Huallaga Quechua
Huallaga Quechua is a regional variety of the Quechua language spoken primarily in the Huallaga River valley of central Peru.
E3862 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: Huallaga Quechua | Statement: [Quechuan language family, hasLanguage, Huallaga Quechua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huallaga Quechua
Context triple: [Quechuan language family, hasLanguage, Huallaga Quechua]
  • A. Quechua
    Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
  • B. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • C. Asháninka language
    The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
  • D. Saraguro Kichwa
    Saraguro Kichwa are an Indigenous Kichwa-speaking community from the highland region of southern Ecuador, known for their distinctive traditional dress, cultural practices, and strong communal organization.
  • E. Aguaruna language
    The Aguaruna language is a Jivaroan language spoken by the Aguaruna (Awajún) people of northern Peru, closely related to the Shuar language of Ecuador.
  • 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: Huallaga Quechua
Triple: [Quechuan language family, hasLanguage, Huallaga Quechua]
Generated description
Huallaga Quechua is a regional variety of the Quechua language spoken primarily in the Huallaga River valley of central Peru.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huallaga Quechua
Target entity description: Huallaga Quechua is a regional variety of the Quechua language spoken primarily in the Huallaga River valley of central Peru.
  • A. Quechua chosen
    Quechua is an indigenous language family of the central Andes, historically associated with the Inca Empire and still widely spoken across several South American countries.
  • B. Aymara
    Aymara is an indigenous language spoken primarily by the Aymara people of the central Andes in countries such as Bolivia, Peru, and Chile.
  • C. Asháninka language
    The Asháninka language is an Arawakan language spoken by the Asháninka people of the Peruvian and Brazilian Amazon, known for its rich oral tradition and central role in the community’s cultural identity.
  • D. Saraguro Kichwa
    Saraguro Kichwa are an Indigenous Kichwa-speaking community from the highland region of southern Ecuador, known for their distinctive traditional dress, cultural practices, and strong communal organization.
  • E. Aguaruna language
    The Aguaruna language is a Jivaroan language spoken by the Aguaruna (Awajún) people of northern Peru, closely related to the Shuar language of Ecuador.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8794e0c4819082bebf2da5e41201 completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf70cf8dc881908719788e1cc4c83e completed March 22, 2026, 4:32 a.m.
NEDg Description generation batch_69bf72334854819081dccce8f33f74c1 completed March 22, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69bf727ca9e88190ad0e280934273250 completed March 22, 2026, 4:39 a.m.
Created at: March 20, 2026, 2:05 p.m.