Triple
T20765415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gofa language |
E511081
|
entity |
| Predicate | hasNeighborLanguage |
P16383
|
FINISHED |
| Object | Malo language |
—
|
NE NERFINISHED |
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: Malo language | Statement: [Gofa language, hasNeighborLanguage, Malo language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malo language Context triple: [Gofa language, hasNeighborLanguage, Malo language]
-
A.
Malo language
chosen
Malo language is an Afroasiatic Omotic language spoken by the Malo people of southwestern Ethiopia.
-
B.
Maléku language
The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
-
C.
Molala language
The Molala language is an extinct Plateau Penutian language once spoken by the Molala people of the Pacific Northwest region of the United States.
-
D.
Malgana language
The Malgana language is an Aboriginal Australian language traditionally spoken by the Malgana people of Western Australia’s Shark Bay region.
-
E.
Maleng language
The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0b4ca01148190ac018e57e0cab46f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c24bde0c8190b46986b89bf2e037 |
completed | April 21, 2026, 12:18 a.m. |
Created at: April 16, 2026, 12:36 p.m.