Triple
T11093503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bongo–Bagirmi languages |
E262314
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Baka language (South Sudan)
Baka language (South Sudan) is a lesser-known Central Sudanic language spoken by the Baka people in parts of South Sudan.
|
E904326
|
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: Baka language (South Sudan) | Statement: [Bongo–Bagirmi languages, hasMemberLanguage, Baka language (South Sudan)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baka language (South Sudan) Context triple: [Bongo–Bagirmi languages, hasMemberLanguage, Baka language (South Sudan)]
-
A.
Baka language
The Baka language is a Central African language spoken primarily by the Baka Pygmy communities in parts of Cameroon, Gabon, and the Republic of the Congo.
-
B.
Babanki language
The Babanki language is a Grassfields Bantu language spoken by the Babanki people in Cameroon.
-
C.
Bak languages
The Bak languages are a group of closely related Atlantic languages spoken primarily in Guinea-Bissau, Senegal, and surrounding regions of West Africa.
-
D.
Bakairi language
The Bakairi language is an indigenous Cariban language spoken by the Bakairi people of central Brazil, known for its endangered status and significance to the cultural identity of its speakers.
-
E.
Kaba language
The Kaba language is a Central Sudanic language spoken primarily in parts of Chad and the Central African Republic by Kaba ethnic groups.
- 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: Baka language (South Sudan) Triple: [Bongo–Bagirmi languages, hasMemberLanguage, Baka language (South Sudan)]
Generated description
Baka language (South Sudan) is a lesser-known Central Sudanic language spoken by the Baka people in parts of South Sudan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baka language (South Sudan) Target entity description: Baka language (South Sudan) is a lesser-known Central Sudanic language spoken by the Baka people in parts of South Sudan.
-
A.
Baka language
The Baka language is a Central African language spoken primarily by the Baka Pygmy communities in parts of Cameroon, Gabon, and the Republic of the Congo.
-
B.
Babanki language
The Babanki language is a Grassfields Bantu language spoken by the Babanki people in Cameroon.
-
C.
Bak languages
The Bak languages are a group of closely related Atlantic languages spoken primarily in Guinea-Bissau, Senegal, and surrounding regions of West Africa.
-
D.
Bakairi language
The Bakairi language is an indigenous Cariban language spoken by the Bakairi people of central Brazil, known for its endangered status and significance to the cultural identity of its speakers.
-
E.
Kaba language
The Kaba language is a Central Sudanic language spoken primarily in parts of Chad and the Central African Republic by Kaba ethnic groups.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ed12d88190a4ad8c346d68f11f |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7d3043c8190bdbe0ec51992db0c |
completed | April 18, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69e3f2cbb4708190a328cff473104d14 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f497a01881909d1dae70a02e5f97 |
completed | April 18, 2026, 9:16 p.m. |
Created at: April 8, 2026, 9:27 p.m.