Triple
T16039615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luvale people |
E389059
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object | Luvale language |
E715997
|
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: Luvale language | Statement: [Luvale people, language, Luvale language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luvale language Context triple: [Luvale people, language, Luvale language]
-
A.
Luvale language
chosen
The Luvale language is a Bantu language spoken primarily by the Luvale people of northwestern Zambia and eastern Angola.
-
B.
Lavukaleve language
Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
-
C.
Paraujano language
The Paraujano language is an indigenous Arawakan (Maipurean) language historically spoken by the Paraujano people of northwestern Venezuela, now critically endangered or nearly extinct.
-
D.
Nomlaki language
The Nomlaki language is an endangered Native American language traditionally spoken by the Nomlaki people of northern California.
-
E.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833f84188190baa3a452df880284 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbd77c5481908644742a8a8f3e68 |
completed | May 10, 2026, 1:13 a.m. |
Created at: April 10, 2026, 4:56 a.m.