Triple
T12040170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobangi |
E286637
|
entity |
| Predicate | alternativeName |
P39
|
FINISHED |
| Object |
Bobangi language
The Bobangi language is a Bantu language historically spoken by the Bobangi people along the Congo River in Central Africa, once serving as an important regional trade lingua franca.
|
E962199
|
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: Bobangi language | Statement: [Bobangi, alternativeName, Bobangi language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobangi language Context triple: [Bobangi, alternativeName, Bobangi language]
-
A.
Batangan language
Batangan language is another name for the Buhid language, an Austronesian language spoken by the Mangyan people of Mindoro in the Philippines.
-
B.
Banggai language
The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
-
C.
Kalanguya language
The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
-
D.
Bobongko language
The Bobongko language is an Austronesian language spoken by the Bobongko people in Central Sulawesi, Indonesia, and is part of the Saluan–Banggai subgroup.
-
E.
Benga language
The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
- 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: Bobangi language Triple: [Bobangi, alternativeName, Bobangi language]
Generated description
The Bobangi language is a Bantu language historically spoken by the Bobangi people along the Congo River in Central Africa, once serving as an important regional trade lingua franca.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobangi language Target entity description: The Bobangi language is a Bantu language historically spoken by the Bobangi people along the Congo River in Central Africa, once serving as an important regional trade lingua franca.
-
A.
Batangan language
Batangan language is another name for the Buhid language, an Austronesian language spoken by the Mangyan people of Mindoro in the Philippines.
-
B.
Banggai language
The Banggai language is an Austronesian language spoken by the Banggai people in the Banggai Islands and nearby coastal areas of Central Sulawesi, Indonesia.
-
C.
Kalanguya language
The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
-
D.
Bobongko language
The Bobongko language is an Austronesian language spoken by the Bobongko people in Central Sulawesi, Indonesia, and is part of the Saluan–Banggai subgroup.
-
E.
Benga language
The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9040c1a6c8190aea1388e82dd8f5a |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49d9937a08190b2f606a1e55733b5 |
completed | May 1, 2026, 12:33 p.m. |
| NEDg | Description generation | batch_69f53d9460bc8190869f2b7d095d98cb |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564ed64008190bfbeaf0991a7c2b8 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.