Triple
T20965761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ituri Rainforest |
E516360
|
entity |
| Predicate | languageRegionOf |
P3950
|
FINISHED |
| Object |
Mbuti languages
The Mbuti languages are a group of Central African Pygmy languages spoken by the Mbuti hunter-gatherer communities, characterized by heavy borrowing from neighboring Bantu and Central Sudanic languages and by their close association with forest-based cultures.
|
E1459276
|
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: Mbuti languages | Statement: [Ituri Rainforest, languageRegionOf, Mbuti languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbuti languages Context triple: [Ituri Rainforest, languageRegionOf, Mbuti languages]
-
A.
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.
-
B.
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.
-
C.
Kwango-Kwilu languages
The Kwango-Kwilu languages are a subgroup of Bantu languages spoken primarily in the Kwango and Kwilu river regions of the Democratic Republic of the Congo and neighboring areas.
-
D.
Bena–Mboi languages
The Bena–Mboi languages are a small group of closely related Niger–Congo languages spoken primarily in northeastern Nigeria.
-
E.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
- 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: Mbuti languages Triple: [Ituri Rainforest, languageRegionOf, Mbuti languages]
Generated description
The Mbuti languages are a group of Central African Pygmy languages spoken by the Mbuti hunter-gatherer communities, characterized by heavy borrowing from neighboring Bantu and Central Sudanic languages and by their close association with forest-based cultures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mbuti languages Target entity description: The Mbuti languages are a group of Central African Pygmy languages spoken by the Mbuti hunter-gatherer communities, characterized by heavy borrowing from neighboring Bantu and Central Sudanic languages and by their close association with forest-based cultures.
-
A.
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.
-
B.
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.
-
C.
Kwango-Kwilu languages
The Kwango-Kwilu languages are a subgroup of Bantu languages spoken primarily in the Kwango and Kwilu river regions of the Democratic Republic of the Congo and neighboring areas.
-
D.
Bena–Mboi languages
The Bena–Mboi languages are a small group of closely related Niger–Congo languages spoken primarily in northeastern Nigeria.
-
E.
Teke–Mbede languages
The Teke–Mbede languages are a group of closely related Bantu languages spoken primarily in Gabon and neighboring Central African countries.
- 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_69e0b4fde6c48190af1398e7e734629e |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fb72ef4c8190bebdd2cef3c2148c |
completed | April 21, 2026, 4:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09279ce78c8190be70cc957da851e6 |
completed | May 17, 2026, 2:27 a.m. |
| NEDg | Description generation | batch_6a0928e11bc481909b4350770db28671 |
completed | May 17, 2026, 2:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0929e0fb308190a224fe9dceb74a1c |
completed | May 17, 2026, 2:37 a.m. |
Created at: April 16, 2026, 1:32 p.m.