Triple
T1357286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arawakan languages |
E29016
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object | Machiguenga language |
E157595
|
NE FINISHED |
How this triple was built (2 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: Machiguenga language | Statement: [Arawakan languages, hasLanguage, Machiguenga language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Machiguenga language Context triple: [Arawakan languages, hasLanguage, Machiguenga language]
-
A.
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.
-
B.
Asháninka language
chosen
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.
-
C.
Diegueño language
The Diegueño language is a Yuman language traditionally spoken by the Kumeyaay (Diegueño) people of southern California and northern Baja California.
-
D.
Mochica language
The Mochica language is an extinct pre-Columbian language once spoken on the northern coast of Peru, associated with the Moche (Mochica) civilization.
-
E.
Wayuu language
The Wayuu language is an indigenous Arawakan language spoken primarily by the Wayuu people of the Guajira Peninsula in northern Colombia and northwestern Venezuela.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ace566694c81909b07143855014884 |
completed | March 8, 2026, 2:56 a.m. |
Created at: March 1, 2026, 7:56 p.m.