Triple
T6771109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Potou–Tano languages |
E155043
|
entity |
| Predicate | hasSubbranch |
P1185
|
FINISHED |
| Object |
Guang languages
The Guang languages are a subgroup of Niger-Congo languages spoken primarily in Ghana and neighboring West African regions, known for their close relationship to other Potou–Tano languages.
|
E617293
|
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: Guang languages | Statement: [Potou–Tano languages, hasSubbranch, Guang languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Guang languages Context triple: [Potou–Tano languages, hasSubbranch, Guang languages]
-
A.
Kam–Sui languages
The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
-
B.
Lakkia–Biao languages
The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Kuki-Chin languages
Kuki-Chin languages are a subgroup of the Sino-Tibetan language family spoken primarily in northeastern India, Myanmar, and Bangladesh by various Kuki, Chin, and related ethnic communities.
-
E.
Siwu language
The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu 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: Guang languages Triple: [Potou–Tano languages, hasSubbranch, Guang languages]
Generated description
The Guang languages are a subgroup of Niger-Congo languages spoken primarily in Ghana and neighboring West African regions, known for their close relationship to other Potou–Tano languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Guang languages Target entity description: The Guang languages are a subgroup of Niger-Congo languages spoken primarily in Ghana and neighboring West African regions, known for their close relationship to other Potou–Tano languages.
-
A.
Kam–Sui languages
The Kam–Sui languages are a branch of the Tai–Kadai language family spoken primarily in southern China, including languages such as Kam (Dong) and Sui.
-
B.
Lakkia–Biao languages
The Lakkia–Biao languages are a small branch of the Tai–Kadai language family spoken by minority communities in southern China, notable for preserving archaic features distinct from the more widespread Tai languages.
-
C.
Chimuan languages
The Chimuan languages are an extinct group of pre-Columbian languages once spoken along the northern coast of Peru, most notably associated with the Chimú civilization.
-
D.
Kuki-Chin languages
Kuki-Chin languages are a subgroup of the Sino-Tibetan language family spoken primarily in northeastern India, Myanmar, and Bangladesh by various Kuki, Chin, and related ethnic communities.
-
E.
Siwu language
The Siwu language is a Niger-Congo language spoken primarily in the Volta Region of Ghana by the Mawu 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_69c68812ef7c819099369f51febb725c |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2496fa08190895d8b625fb0d699 |
completed | March 27, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c712c46b70819097401afab991c808 |
completed | March 27, 2026, 11:29 p.m. |
| NEDg | Description generation | batch_69c713853bf88190a8a07fd9f4ea1687 |
completed | March 27, 2026, 11:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c713ead2a48190bbf95caf2ca8d997 |
completed | March 27, 2026, 11:34 p.m. |
Created at: March 27, 2026, 2:13 p.m.