Triple

T12198205
Position Surface form Disambiguated ID Type / Status
Subject Roy Heath E290643 entity
Predicate notableWork P4 FINISHED
Object Kwaku
Kwaku is a literary work by Guyanese writer Roy Heath, reflecting his characteristic exploration of Caribbean life and psychological depth.
E970387 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: Kwaku | Statement: [Roy Heath, notableWork, Kwaku]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kwaku
Context triple: [Roy Heath, notableWork, Kwaku]
  • A. Kwaku
    Kwaku is a Ghanaian given name traditionally borne by males born on a Wednesday in Akan culture.
  • B. Kwabena
    Kwabena is a Ghanaian given name, commonly used among the Akan people for boys born on a Tuesday.
  • C. Abura-Dunkwa
    Abura-Dunkwa is a town in Ghana that serves as the capital of the Abura-Asebu-Kwamankese District in the Central Region.
  • D. Agyieus
    Agyieus is an epithet of the Greek god Apollo, associated especially with his role as a protective, pillar-like household and city guardian.
  • E. Efua
    Efua is a Ghanaian feminine given name, commonly used among the Akan people for girls born on Friday.
  • 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: Kwaku
Triple: [Roy Heath, notableWork, Kwaku]
Generated description
Kwaku is a literary work by Guyanese writer Roy Heath, reflecting his characteristic exploration of Caribbean life and psychological depth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kwaku
Target entity description: Kwaku is a literary work by Guyanese writer Roy Heath, reflecting his characteristic exploration of Caribbean life and psychological depth.
  • A. Kwaku
    Kwaku is a Ghanaian given name traditionally borne by males born on a Wednesday in Akan culture.
  • B. Kwabena
    Kwabena is a Ghanaian given name, commonly used among the Akan people for boys born on a Tuesday.
  • C. Abura-Dunkwa
    Abura-Dunkwa is a town in Ghana that serves as the capital of the Abura-Asebu-Kwamankese District in the Central Region.
  • D. Agyieus
    Agyieus is an epithet of the Greek god Apollo, associated especially with his role as a protective, pillar-like household and city guardian.
  • E. Efua
    Efua is a Ghanaian feminine given name, commonly used among the Akan people for girls born on Friday.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c56b4d88190b6a32baff3375dc4 completed April 10, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9150448190b30e6e2dd8eec3b4 completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdb39f48190ad6bc51db6c34163 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4889d48190b2dfda8a0978cc72 completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:50 p.m.