Triple
T15823211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Embera language |
E383664
|
entity |
| Predicate | subfamily |
P4180
|
FINISHED |
| Object | Embera language group |
E1178068
|
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: Embera language group | Statement: [Northern Embera language, subfamily, Embera language group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Embera language group Context triple: [Northern Embera language, subfamily, Embera language group]
-
A.
Embera languages
chosen
Embera languages are a group of closely related indigenous Chocoan languages spoken by the Embera people in Colombia and neighboring regions of Panama.
-
B.
Torres–Banks language group
The Torres–Banks language group is a cluster of closely related Oceanic languages spoken in the Torres and Banks Islands of northern Vanuatu.
-
C.
Bubi language group
The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
-
D.
Bamun language group
The Bamun language group is a subgroup of the Grassfields Bantu languages spoken primarily by the Bamun people in western Cameroon.
-
E.
Munduruku language subgroup
The Munduruku language subgroup is a branch of the Tupian language family comprising the indigenous Munduruku and closely related languages spoken primarily in the Amazon region of Brazil.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a96b848190845cf547034a24f2 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa13392c48190b03cbed9df5a32a6 |
completed | May 9, 2026, 9:03 p.m. |
Created at: April 10, 2026, 4:49 a.m.