Triple
T21711512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maléku language |
E535917
|
entity |
| Predicate | alternateName |
P39
|
FINISHED |
| Object | Guatuso language |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 6:46 p.m.