Triple
T7917880
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubangian languages |
E183872
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Banda language
The Banda language is a group of closely related Central African languages spoken primarily in the Central African Republic and neighboring countries, known for their rich oral traditions and tonal phonology.
|
E700213
|
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: Banda language | Statement: [Ubangian languages, hasMember, Banda language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Banda language Context triple: [Ubangian languages, hasMember, Banda language]
-
A.
Banda-Linda language
The Banda-Linda language is a Banda language spoken by the Banda-Linda people of the Central African Republic.
-
B.
Banda-Langbas language
The Banda-Langbas language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic.
-
C.
Banda-Kpagua language
The Banda-Kpagua language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic and neighboring regions.
-
D.
Banda-Bogbo language
The Banda-Bogbo language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic.
-
E.
Banda-Ndélé language
The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
- 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: Banda language Triple: [Ubangian languages, hasMember, Banda language]
Generated description
The Banda language is a group of closely related Central African languages spoken primarily in the Central African Republic and neighboring countries, known for their rich oral traditions and tonal phonology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Banda language Target entity description: The Banda language is a group of closely related Central African languages spoken primarily in the Central African Republic and neighboring countries, known for their rich oral traditions and tonal phonology.
-
A.
Banda-Linda language
The Banda-Linda language is a Banda language spoken by the Banda-Linda people of the Central African Republic.
-
B.
Banda-Langbas language
The Banda-Langbas language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic.
-
C.
Banda-Kpagua language
The Banda-Kpagua language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic and neighboring regions.
-
D.
Banda-Bogbo language
The Banda-Bogbo language is a Central Sudanic language spoken by the Banda people in parts of the Central African Republic.
-
E.
Banda-Ndélé language
The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
- 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_69ca828efbe48190bd48482650182e79 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a8fbbb48190b50def4941761a31 |
completed | March 31, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5be9e6548190a01d2e6db8dc4864 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7633c5a0819089deb6e89d9acb8e |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb84dc86c8190893d67ce07c51aa0 |
completed | March 31, 2026, 12:04 p.m. |
Created at: March 30, 2026, 5:05 p.m.