Triple

T6771107
Position Surface form Disambiguated ID Type / Status
Subject Potou–Tano languages E155043 entity
Predicate hasSubbranch P1185 FINISHED
Object Tano languages
Tano languages are a major subgroup of the Niger-Congo language family spoken primarily in Ghana and neighboring West African countries, including widely used languages such as Akan.
 E155043 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: Tano languages | Statement: [Potou–Tano languages, hasSubbranch, Tano languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tano languages
Context triple: [Potou–Tano languages, hasSubbranch, Tano languages]
  • A. Potou–Tano languages
    The Potou–Tano languages are a major branch of the Kwa language family spoken primarily in West Africa, including several important languages of Ghana and neighboring countries.
  • B. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • C. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • D. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • E. Chimbu–Wahgi languages
    The Chimbu–Wahgi languages are a group of closely related Papuan languages spoken primarily in the highlands 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: Tano languages
Triple: [Potou–Tano languages, hasSubbranch, Tano languages]
Generated description
Tano languages are a major subgroup of the Niger-Congo language family spoken primarily in Ghana and neighboring West African countries, including widely used languages such as Akan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tano languages
Target entity description: Tano languages are a major subgroup of the Niger-Congo language family spoken primarily in Ghana and neighboring West African countries, including widely used languages such as Akan.
  • A. Potou–Tano languages chosen
    The Potou–Tano languages are a major branch of the Kwa language family spoken primarily in West Africa, including several important languages of Ghana and neighboring countries.
  • B. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • C. Kurumba languages
    The Kurumba languages are a group of closely related Dravidian tribal languages spoken primarily by the Kurumba people in parts of southern India, especially in the Nilgiri and surrounding hill regions.
  • D. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • E. Chimbu–Wahgi languages
    The Chimbu–Wahgi languages are a group of closely related Papuan languages spoken primarily in the highlands of Papua New Guinea.
  • F. None of above.

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.