Triple

T6823636
Position Surface form Disambiguated ID Type / Status
Subject Kofi E156959 entity
Predicate hasLanguageOfUse P207 FINISHED
Object Twi language
Twi is a major Akan language spoken primarily in Ghana, serving as a widely used lingua franca in the country.
 E622267 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: Twi language | Statement: [Kofi, hasLanguageOfUse, Twi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twi language
Context triple: [Kofi, hasLanguageOfUse, Twi language]
  • A. Hitu language
    The Hitu language is an Austronesian language spoken on Ambon Island in Indonesia, associated with the Central Maluku linguistic area.
  • B. Tiv language
    Tiv language is a Southern Bantoid language of the Benue–Congo family spoken predominantly by the Tiv people of central Nigeria and parts of Cameroon.
  • C. Mon language
    Mon language is an Austroasiatic language historically spoken in parts of Myanmar and Thailand, notable for its ancient literary tradition and influence on regional scripts and cultures.
  • D. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • E. Common Tongue (Westeros)
    The Common Tongue of Westeros is the primary spoken and written language used across most of the Seven Kingdoms in the world of "A Song of Ice and Fire" and "Game of Thrones."
  • 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: Twi language
Triple: [Kofi, hasLanguageOfUse, Twi language]
Generated description
Twi is a major Akan language spoken primarily in Ghana, serving as a widely used lingua franca in the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twi language
Target entity description: Twi is a major Akan language spoken primarily in Ghana, serving as a widely used lingua franca in the country.
  • A. Hitu language
    The Hitu language is an Austronesian language spoken on Ambon Island in Indonesia, associated with the Central Maluku linguistic area.
  • B. Tiv language
    Tiv language is a Southern Bantoid language of the Benue–Congo family spoken predominantly by the Tiv people of central Nigeria and parts of Cameroon.
  • C. Mon language
    Mon language is an Austroasiatic language historically spoken in parts of Myanmar and Thailand, notable for its ancient literary tradition and influence on regional scripts and cultures.
  • D. Damara language
    The Damara language is a Khoe (Central Khoisan) language spoken primarily by the Damara people of Namibia.
  • E. Common Tongue (Westeros)
    The Common Tongue of Westeros is the primary spoken and written language used across most of the Seven Kingdoms in the world of "A Song of Ice and Fire" and "Game of Thrones."
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d580ca448190aa6d52908ca50e39 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723ee0e94819095a678e1073869d5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7254674008190972b4f8619b28776 completed March 28, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69c725be2ad881908e97017baabbd854 completed March 28, 2026, 12:50 a.m.
Created at: March 27, 2026, 2:18 p.m.