Triple
T7538423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gbaya languages |
E178209
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Eastern Gbaya
Eastern Gbaya is a Central African language variety spoken primarily in the Central African Republic and neighboring regions, belonging to the broader Gbaya language group.
|
E671931
|
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: Eastern Gbaya | Statement: [Gbaya languages, hasSubgroup, Eastern Gbaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eastern Gbaya Context triple: [Gbaya languages, hasSubgroup, Eastern Gbaya]
-
A.
Western Gbaya
Western Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
-
B.
South Mbundu
South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
-
C.
Fongbe
Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
-
D.
Gbaya-Bossangoa language
The Gbaya-Bossangoa language is a Gbaya language spoken primarily in the Central African Republic by the Gbaya people around the town of Bossangoa.
-
E.
Bakongo
The Bakongo are a Bantu-speaking ethnic group of Central Africa, primarily inhabiting regions of Angola, the Democratic Republic of the Congo, and the Republic of the Congo, known for their rich cultural traditions and historical Kongo Kingdom heritage.
- 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: Eastern Gbaya Triple: [Gbaya languages, hasSubgroup, Eastern Gbaya]
Generated description
Eastern Gbaya is a Central African language variety spoken primarily in the Central African Republic and neighboring regions, belonging to the broader Gbaya language group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eastern Gbaya Target entity description: Eastern Gbaya is a Central African language variety spoken primarily in the Central African Republic and neighboring regions, belonging to the broader Gbaya language group.
-
A.
Western Gbaya
Western Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
-
B.
South Mbundu
South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
-
C.
Fongbe
Fongbe is a Gbe language of the Niger-Congo family spoken primarily in Benin and neighboring West African countries.
-
D.
Gbaya-Bossangoa language
chosen
The Gbaya-Bossangoa language is a Gbaya language spoken primarily in the Central African Republic by the Gbaya people around the town of Bossangoa.
-
E.
Bakongo
The Bakongo are a Bantu-speaking ethnic group of Central Africa, primarily inhabiting regions of Angola, the Democratic Republic of the Congo, and the Republic of the Congo, known for their rich cultural traditions and historical Kongo Kingdom heritage.
- F. None of above.
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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8710400819088e430c8c550577e |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856b687708190a1fe1351be70616b |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c85733c5f481908242a52966fbbd30 |
completed | March 28, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c857a66878819094ee75e9820ded37 |
completed | March 28, 2026, 10:35 p.m. |
Created at: March 27, 2026, 3:48 p.m.