Triple

T2811979
Position Surface form Disambiguated ID Type / Status
Subject Akan E54191 entity
Predicate isMacrolanguageOf P23734 FINISHED
Object Fante language
Fante language is a major dialect of the Akan language spoken primarily by the Fante people in coastal Ghana.
 E302238 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: Fante language | Statement: [Akan, isMacrolanguageOf, Fante language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fante language
Context triple: [Akan, isMacrolanguageOf, Fante language]
  • A. Baoulé language
    The Baoulé language is a Niger-Congo language spoken primarily by the Baoulé people of central Côte d'Ivoire.
  • B. 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.
  • C. Saramaccan language
    The Saramaccan language is an English- and Portuguese-based creole spoken primarily by the Saramaccan Maroon community in Suriname and parts of French Guiana.
  • D. Dangme language
    The Dangme language is a Niger-Congo language spoken primarily by the Dangme people of southeastern Ghana, closely related to Ga and used in both everyday communication and local cultural practices.
  • E. Gbe languages
    The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
  • 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: Fante language
Triple: [Akan, isMacrolanguageOf, Fante language]
Generated description
Fante language is a major dialect of the Akan language spoken primarily by the Fante people in coastal Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fante language
Target entity description: Fante language is a major dialect of the Akan language spoken primarily by the Fante people in coastal Ghana.
  • A. Baoulé language
    The Baoulé language is a Niger-Congo language spoken primarily by the Baoulé people of central Côte d'Ivoire.
  • B. 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.
  • C. Saramaccan language
    The Saramaccan language is an English- and Portuguese-based creole spoken primarily by the Saramaccan Maroon community in Suriname and parts of French Guiana.
  • D. Dangme language
    The Dangme language is a Niger-Congo language spoken primarily by the Dangme people of southeastern Ghana, closely related to Ga and used in both everyday communication and local cultural practices.
  • E. Gbe languages
    The Gbe languages are a cluster of closely related Niger-Congo languages spoken primarily in southeastern Ghana, Togo, Benin, and southwestern Nigeria, including well-known varieties such as Ewe and Fon.
  • 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_69ab49de0af08190b3da69683be1e728 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abe0895e5881909702e69aaee5c425 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce9a76388190a5dce756de2eb59f completed March 10, 2026, 7:56 a.m.
NEDg Description generation batch_69afd0b179ac8190a260003b9a457180 completed March 10, 2026, 8:05 a.m.
NED2 Entity disambiguation (via description) batch_69afd10b07748190935cce94cd9b2a13 completed March 10, 2026, 8:06 a.m.
Created at: March 6, 2026, 9:59 p.m.