Triple

T1357311
Position Surface form Disambiguated ID Type / Status
Subject Arawakan languages E29016 entity
Predicate hasLanguage P15 FINISHED
Object Piapoco language
The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
 E170152 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: Piapoco language | Statement: [Arawakan languages, hasLanguage, Piapoco language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piapoco language
Context triple: [Arawakan languages, hasLanguage, Piapoco language]
  • A. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • B. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • C. Cochimí language
    The Cochimí language is an extinct indigenous language once spoken by the Cochimí people of the central Baja California peninsula in Mexico.
  • D. Enawené-Nawé language
    The Enawené-Nawé language is an indigenous Arawakan language spoken by the Enawené-Nawé people of the Brazilian Amazon, known for its highly endangered status and rich oral tradition.
  • E. Puquina language
    The Puquina language is an extinct and poorly documented indigenous tongue once spoken in the central Andes, believed to have been associated with pre-Inca and possibly Tiwanaku-era civilizations.
  • 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: Piapoco language
Triple: [Arawakan languages, hasLanguage, Piapoco language]
Generated description
The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Piapoco language
Target entity description: The Piapoco language is an indigenous Arawakan language spoken by the Piapoco people of Colombia and Venezuela.
  • A. Yucuna language
    The Yucuna language is an indigenous Arawakan language spoken by the Yucuna people of the Colombian Amazon.
  • B. Diegueño language
    The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
  • C. Cochimí language
    The Cochimí language is an extinct indigenous language once spoken by the Cochimí people of the central Baja California peninsula in Mexico.
  • D. Enawené-Nawé language
    The Enawené-Nawé language is an indigenous Arawakan language spoken by the Enawené-Nawé people of the Brazilian Amazon, known for its highly endangered status and rich oral tradition.
  • E. Puquina language
    The Puquina language is an extinct and poorly documented indigenous tongue once spoken in the central Andes, believed to have been associated with pre-Inca and possibly Tiwanaku-era civilizations.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c28db5048190a279ee9882caaeaf completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c95b09881909e621ee55cdc7279 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d816dac8190bf875e913c9164dc completed March 8, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69ad1e2b06548190be7755f9fc1c82ac completed March 8, 2026, 6:58 a.m.
Created at: March 1, 2026, 7:56 p.m.