Triple
T20729217
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wemba Wemba language |
E509522
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Wamba Wamba culture |
—
|
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: Wamba Wamba culture | Statement: [Wemba Wemba language, associatedWith, Wamba Wamba culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wamba Wamba culture Context triple: [Wemba Wemba language, associatedWith, Wamba Wamba culture]
-
A.
Wamba Wamba
chosen
Wamba Wamba are an Aboriginal Australian people traditionally associated with the Murray River region of northern Victoria and southern New South Wales.
-
B.
Ngoma
Ngoma is a traditional East African musical and dance form, often centered on drumming, that plays a key role in communal rituals, celebrations, and storytelling among Swahili and other Bantu-speaking peoples.
-
C.
Refaluwasch culture
Refaluwasch culture is the traditional Micronesian culture of the Refaluwasch (Carolinian) people, characterized by seafaring navigation, matrilineal social structures, and rich oral traditions across the western Pacific.
-
D.
Mzabite culture
Mzabite culture is the traditional Berber culture of the M'zab Valley in Algeria, known for its distinctive Ibadi Islamic heritage, fortified ksour (walled towns), and unique social and architectural practices.
-
E.
Kikamba-Doondo
Kikamba-Doondo is a regional dialect of the Bantu language Kikongo, spoken by communities in parts of Central Africa.
- 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_69e0b4c589c08190834fb5d86d0efa2b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c1eb5d44819082d9fa410e676d91 |
completed | April 21, 2026, 12:16 a.m. |
Created at: April 16, 2026, 12:30 p.m.