Triple

T2446235
Position Surface form Disambiguated ID Type / Status
Subject Gur languages E53600 entity
Predicate alternativeName P39 FINISHED
Object Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
 E267634 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: Voltaic languages | Statement: [Gur languages, alternativeName, Voltaic languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Voltaic languages
Context triple: [Gur languages, alternativeName, Voltaic languages]
  • A. Irminonic languages
    Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
  • B. 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.
  • C. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • D. Badaic languages
    Badaic languages are a subgroup of the Austronesian language family spoken in central Sulawesi, Indonesia, known for their close relationship to other Celebic languages.
  • E. Vestinian language
    The Vestinian language was an ancient, poorly attested Italic tongue once spoken by the Vestini people in central Italy and classified within the Sabellic branch.
  • 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: Voltaic languages
Triple: [Gur languages, alternativeName, Voltaic languages]
Generated description
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Voltaic languages
Target entity description: Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
  • A. Irminonic languages
    Irminonic languages are a branch of the West Germanic language family that includes High German varieties such as Standard German and Yiddish.
  • B. 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.
  • C. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • D. Badaic languages
    Badaic languages are a subgroup of the Austronesian language family spoken in central Sulawesi, Indonesia, known for their close relationship to other Celebic languages.
  • E. Vestinian language
    The Vestinian language was an ancient, poorly attested Italic tongue once spoken by the Vestini people in central Italy and classified within the Sabellic branch.
  • 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_69ab495d227c8190b26ae6548eeb1019 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abca25a84c8190859bf51000beffec completed March 7, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69aef0bd7a088190b635a8bac233c5cd completed March 9, 2026, 4:09 p.m.
NEDg Description generation batch_69aef50bc7ac8190add8ee63c5621dc1 completed March 9, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69aef632e2e08190b21023cbb0f12be8 completed March 9, 2026, 4:32 p.m.
Created at: March 6, 2026, 9:43 p.m.