Triple
T2466823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adamawa–Ubangi languages |
E55269
|
entity |
| Predicate | hasNotableLanguage |
P7390
|
FINISHED |
| Object |
Baka–Gundi languages
The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
|
E277127
|
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–Gundi languages | Statement: [Adamawa–Ubangi languages, hasNotableLanguage, Baka–Gundi languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baka–Gundi languages Context triple: [Adamawa–Ubangi languages, hasNotableLanguage, Baka–Gundi languages]
-
A.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
B.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
-
C.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
- 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–Gundi languages Triple: [Adamawa–Ubangi languages, hasNotableLanguage, Baka–Gundi languages]
Generated description
The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baka–Gundi languages Target entity description: The Baka–Gundi languages are a subgroup of Central African languages spoken primarily by forest-dwelling and neighboring communities, often associated with hunter-gatherer and agricultural populations in the Congo Basin region.
-
A.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
B.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
-
C.
Moru–Madi languages
The Moru–Madi languages are a subgroup of related Central Sudanic languages spoken primarily in South Sudan, Uganda, and the Democratic Republic of the Congo.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
- 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_69ab49e3622c8190ad22afa2c4fbb807 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd13310a8819095fd70672f933aa3 |
completed | March 7, 2026, 7:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cdd404c8190b86f240789e68925 |
completed | March 9, 2026, 11:50 p.m. |
| NEDg | Description generation | batch_69af5e4965408190834cdeeae63a4d75 |
completed | March 9, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e9d48dc8190a79b1f9eaba27978 |
completed | March 9, 2026, 11:58 p.m. |
Created at: March 6, 2026, 9:44 p.m.