Triple
T6861293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Bantu languages |
E158283
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Suku languages
Suku languages are a subgroup of Bantu languages spoken primarily in parts of Central Africa, associated with the Suku people.
|
E624363
|
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: Suku languages | Statement: [Western Bantu languages, hasSubgroup, Suku languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Suku languages Context triple: [Western Bantu languages, hasSubgroup, Suku languages]
-
A.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
B.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
C.
Binanderean languages
The Binanderean languages are a subgroup of Papuan languages spoken primarily in southeastern Papua New Guinea, known for their close genetic relationship and shared grammatical features.
-
D.
Bungku–Tolaki languages
The Bungku–Tolaki languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi, Indonesia, known for their shared phonological and grammatical features within the Celebic branch.
-
E.
Yuin–Kuric languages
The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
- 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: Suku languages Triple: [Western Bantu languages, hasSubgroup, Suku languages]
Generated description
Suku languages are a subgroup of Bantu languages spoken primarily in parts of Central Africa, associated with the Suku people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Suku languages Target entity description: Suku languages are a subgroup of Bantu languages spoken primarily in parts of Central Africa, associated with the Suku people.
-
A.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
B.
Tebu languages
The Tebu languages are a group of closely related Saharan languages spoken primarily by the Tebu people across parts of Chad, Niger, and Libya.
-
C.
Binanderean languages
The Binanderean languages are a subgroup of Papuan languages spoken primarily in southeastern Papua New Guinea, known for their close genetic relationship and shared grammatical features.
-
D.
Bungku–Tolaki languages
The Bungku–Tolaki languages are a subgroup of Austronesian languages spoken primarily in southeastern Sulawesi, Indonesia, known for their shared phonological and grammatical features within the Celebic branch.
-
E.
Yuin–Kuric languages
The Yuin–Kuric languages are a subgroup of Australian Aboriginal languages traditionally spoken in southeastern Australia, including the language of the Wiradjuri people.
- 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d88659c8819084916663219a8198 |
completed | March 27, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fed3e788190b2b68fc93173f73e |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c7361177ac8190b1e06cb15d258d0f |
completed | March 28, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7381015a081909f9b32732f826d2c |
completed | March 28, 2026, 2:08 a.m. |
Created at: March 27, 2026, 2:21 p.m.