Triple
T16240544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lolo River |
E394231
|
entity |
| Predicate | hasLanguageOrigin |
P1754
|
FINISHED |
| Object |
Bantu languages of Gabon
The Bantu languages of Gabon are a group of closely related Bantu tongues spoken by various ethnic communities across Gabon, forming part of the wider Niger-Congo language family of Central Africa.
|
E1202266
|
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: Bantu languages of Gabon | Statement: [Lolo River, hasLanguageOrigin, Bantu languages of Gabon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu languages of Gabon Context triple: [Lolo River, hasLanguageOrigin, Bantu languages of Gabon]
-
A.
Bongo–Baka languages
The Bongo–Baka languages are a subgroup of Central Sudanic languages spoken primarily in parts of South Sudan and neighboring regions.
-
B.
Bena–Mboi languages
The Bena–Mboi languages are a small group of closely related Niger–Congo languages spoken primarily in northeastern Nigeria.
-
C.
Kongo languages
Kongo languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo, Angola, and the Republic of the Congo, known for including the widely used Kikongo.
-
D.
Luba languages
The Luba languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo by the Luba people and neighboring communities.
-
E.
Adamawa–Ubangi languages
Adamawa–Ubangi languages are a diverse branch of the Niger–Congo language family spoken primarily in central Africa, including parts of Nigeria, Cameroon, the Central African Republic, and surrounding regions.
- 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: Bantu languages of Gabon Triple: [Lolo River, hasLanguageOrigin, Bantu languages of Gabon]
Generated description
The Bantu languages of Gabon are a group of closely related Bantu tongues spoken by various ethnic communities across Gabon, forming part of the wider Niger-Congo language family of Central Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu languages of Gabon Target entity description: The Bantu languages of Gabon are a group of closely related Bantu tongues spoken by various ethnic communities across Gabon, forming part of the wider Niger-Congo language family of Central Africa.
-
A.
Bongo–Baka languages
The Bongo–Baka languages are a subgroup of Central Sudanic languages spoken primarily in parts of South Sudan and neighboring regions.
-
B.
Bena–Mboi languages
The Bena–Mboi languages are a small group of closely related Niger–Congo languages spoken primarily in northeastern Nigeria.
-
C.
Kongo languages
Kongo languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo, Angola, and the Republic of the Congo, known for including the widely used Kikongo.
-
D.
Luba languages
The Luba languages are a group of closely related Bantu languages spoken primarily in the Democratic Republic of the Congo by the Luba people and neighboring communities.
-
E.
Adamawa–Ubangi languages
Adamawa–Ubangi languages are a diverse branch of the Niger–Congo language family spoken primarily in central Africa, including parts of Nigeria, Cameroon, the Central African Republic, and surrounding regions.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2455e1ce08190b97e2ab3e8c6d535 |
completed | April 17, 2026, 2:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000edd1ed08190aa0211c3b17a918e |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a00108fdda88190bf510d04f4cc73f1 |
completed | May 10, 2026, 4:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0011559b748190ad406263889514a4 |
completed | May 10, 2026, 5:02 a.m. |
Created at: April 10, 2026, 5:04 a.m.