Triple

T21711512
Position Surface form Disambiguated ID Type / Status
Subject Maléku language E535917 entity
Predicate alternateName P39 FINISHED
Object Guatuso language
Guatuso language, more commonly known as Maléku, is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica.
 E1499682 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: Guatuso language | Statement: [Maléku language, alternateName, Guatuso language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guatuso language
Context triple: [Maléku language, alternateName, Guatuso language]
  • A. 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.
  • B. Tabarchino language
    The Tabarchino language is a Ligurian-based Romance dialect spoken by the Tabarchini community, primarily on the islands of San Pietro and Sant’Antioco in Sardinia, Italy.
  • C. Agutaynen language
    Agutaynen is an Austronesian language spoken by the Agutaynen people of Palawan in the Philippines.
  • D. Camorta language
    The Camorta language is an Austroasiatic language spoken by the Nicobarese people on Camorta Island in India’s Nicobar Islands.
  • E. Argobba language
    The Argobba language is an endangered Ethiosemitic language spoken by the Argobba people of Ethiopia, closely related to Harari and other languages of the Harar region.
  • 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: Guatuso language
Triple: [Maléku language, alternateName, Guatuso language]
Generated description
Guatuso language, more commonly known as Maléku, is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guatuso language
Target entity description: Guatuso language, more commonly known as Maléku, is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica.
  • A. 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.
  • B. Tabarchino language
    The Tabarchino language is a Ligurian-based Romance dialect spoken by the Tabarchini community, primarily on the islands of San Pietro and Sant’Antioco in Sardinia, Italy.
  • C. Agutaynen language
    Agutaynen is an Austronesian language spoken by the Agutaynen people of Palawan in the Philippines.
  • D. Camorta language
    The Camorta language is an Austroasiatic language spoken by the Nicobarese people on Camorta Island in India’s Nicobar Islands.
  • E. Argobba language
    The Argobba language is an endangered Ethiosemitic language spoken by the Argobba people of Ethiopia, closely related to Harari and other languages of the Harar region.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb53450108190ba1c9e3cc3a0ab89 completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ec80c508190b46dcd4db623f900 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a30ab32f08190b49005a37ce281b6 completed May 17, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0a319460888190b74341c50719ac80 completed May 17, 2026, 9:22 p.m.
Created at: April 16, 2026, 6:46 p.m.