Triple
T11303248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tampulma language |
E267648
|
entity |
| Predicate | isSpokenBy |
P2181
|
FINISHED |
| Object | Tampulma people |
E954018
|
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: Tampulma people | Statement: [Tampulma language, isSpokenBy, Tampulma people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tampulma people Context triple: [Tampulma language, isSpokenBy, Tampulma people]
-
A.
Tampulma people
chosen
The Tampulma people are an ethnic group in northern Ghana known for their distinct Gur language and traditional agrarian lifestyle.
-
B.
Paakantji people
The Paakantji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage, language, and enduring connection to their ancestral lands.
-
C.
Weenhayek people
The Weenhayek people are an Indigenous group of the Gran Chaco region in southern Bolivia and northern Argentina, traditionally known for riverine fishing, hunting, and a semi-nomadic lifestyle.
-
D.
Piipaash people
The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
-
E.
Chimakum people
The Chimakum people were a Native American group indigenous to the Olympic Peninsula in Washington State, known for their distinct Chimakum language and eventual assimilation into neighboring tribes.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f457b970b88190869cb0b80aca5c4a |
completed | May 1, 2026, 7:35 a.m. |
Created at: April 8, 2026, 9:32 p.m.