Triple

T12654055
Position Surface form Disambiguated ID Type / Status
Subject Central Tano E302236 entity
Predicate hasLanguage P15 FINISHED
Object Sefwi
Sefwi is a Central Tano language spoken primarily by the Sefwi people in western Ghana.
 E996643 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: Sefwi | Statement: [Central Tano, hasLanguage, Sefwi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sefwi
Context triple: [Central Tano, hasLanguage, Sefwi]
  • A. Dangme
    Dangme is a Kwa language spoken primarily by the Dangme people in southeastern Ghana.
  • B. Odukpani
    Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
  • C. Sekyiwa
    Sekyiwa is the younger half-sister of the late rapper Tupac Shakur and an advocate involved in community and social justice work.
  • D. Nkwanta
    Nkwanta is a town in northeastern Ghana that serves as an important local commercial and administrative center within the Oti Region.
  • E. Kpeshie
    Kpeshie is a traditional festival celebrated in the coastal Ghanaian town of Teshie, known for its rich Ga cultural rituals and communal festivities.
  • 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: Sefwi
Triple: [Central Tano, hasLanguage, Sefwi]
Generated description
Sefwi is a Central Tano language spoken primarily by the Sefwi people in western Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sefwi
Target entity description: Sefwi is a Central Tano language spoken primarily by the Sefwi people in western Ghana.
  • A. Dangme
    Dangme is a Kwa language spoken primarily by the Dangme people in southeastern Ghana.
  • B. Odukpani
    Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
  • C. Sekyiwa
    Sekyiwa is the younger half-sister of the late rapper Tupac Shakur and an advocate involved in community and social justice work.
  • D. Nkwanta
    Nkwanta is a town in northeastern Ghana that serves as an important local commercial and administrative center within the Oti Region.
  • E. Kpeshie
    Kpeshie is a traditional festival celebrated in the coastal Ghanaian town of Teshie, known for its rich Ga cultural rituals and communal festivities.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96160730c81909e1aa3efb51bf159 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688104d48190939933b93b7e60cc completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f66c572f848190a8cad6311d3315a3 completed May 2, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69f66cef79148190a052fb9ade3b0d27 completed May 2, 2026, 9:30 p.m.
Created at: April 9, 2026, 5:18 p.m.