Triple
T7538425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gbaya languages |
E178209
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Southern Gbaya
Southern Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
|
E676872
|
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: Southern Gbaya | Statement: [Gbaya languages, hasSubgroup, Southern Gbaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Gbaya Context triple: [Gbaya languages, hasSubgroup, Southern Gbaya]
-
A.
Northern Gbaya
Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
-
B.
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.
-
C.
Southern Bantoid
Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
-
D.
South Mbundu
South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
-
E.
Southern Sama
Southern Sama is an Austronesian language spoken by the Sama-Bajau people in the southern Philippines, particularly in the Sulu Archipelago and nearby coastal areas.
- 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: Southern Gbaya Triple: [Gbaya languages, hasSubgroup, Southern Gbaya]
Generated description
Southern Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Gbaya Target entity description: Southern Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
-
A.
Northern Gbaya
Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
-
B.
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.
-
C.
Southern Bantoid
Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
-
D.
South Mbundu
South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
-
E.
Southern Sama
Southern Sama is an Austronesian language spoken by the Sama-Bajau people in the southern Philippines, particularly in the Sulu Archipelago and nearby coastal areas.
- 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_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_69c86834713481908400504fb7b49068 |
completed | March 28, 2026, 11:45 p.m. |
| NEDg | Description generation | batch_69c8699f5c008190be32da0a096cbb29 |
completed | March 28, 2026, 11:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86abe53b08190b9fbd17d83cbe7c3 |
completed | March 28, 2026, 11:56 p.m. |
Created at: March 27, 2026, 3:48 p.m.