Triple
T6861290
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Bantu languages |
E158283
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
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.
|
E624362
|
NE FINISHED |
How this triple was built (4 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: Bubi language group | Statement: [Western Bantu languages, hasSubgroup, Bubi language group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bubi language group Context triple: [Western Bantu languages, hasSubgroup, Bubi language group]
-
A.
Bamun language group
The Bamun language group is a subgroup of the Grassfields Bantu languages spoken primarily by the Bamun people in western Cameroon.
-
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.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
D.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
-
E.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Bubi language group Triple: [Western Bantu languages, hasSubgroup, Bubi language group]
Generated description
The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bubi language group Target entity description: The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
-
A.
Bamun language group
The Bamun language group is a subgroup of the Grassfields Bantu languages spoken primarily by the Bamun people in western Cameroon.
-
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.
Takic languages
Takic languages are a branch of the Uto-Aztecan language family spoken historically in Southern California and neighboring regions by various Indigenous peoples.
-
D.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
-
E.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
- F. None of above. chosen
Provenance (5 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d88659c8819084916663219a8198 |
completed | March 27, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fed3e788190b2b68fc93173f73e |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c7361177ac8190b1e06cb15d258d0f |
completed | March 28, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7381015a081909f9b32732f826d2c |
completed | March 28, 2026, 2:08 a.m. |
Created at: March 27, 2026, 2:21 p.m.