Triple

T9720998
Position Surface form Disambiguated ID Type / Status
Subject Joe de Graft E235469 entity
Predicate familyName P18 FINISHED
Object de Graft
de Graft is a surname most notably associated with Ghanaian playwright, poet, and educator Joe de Graft.
E816427 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: de Graft | Statement: [Joe de Graft, familyName, de Graft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: de Graft
Context triple: [Joe de Graft, familyName, de Graft]
  • A. Groth
    Groth is a German surname borne by various notable individuals, including actors, athletes, and academics.
  • B. Engrampa
    Engrampa is the archive manager application for the MATE desktop environment, used to create, modify, and extract compressed file archives.
  • C. El Guettar
    El Guettar is a town in southern Tunisia known historically as the site of a major World War II battle between Allied and Axis forces.
  • D. Gasselte
    Gasselte is a village in the Dutch province of Drenthe, known for its surrounding forests, heathlands, and recreational lakes.
  • E. Grothe
    Grothe is a surname most notably associated with D.J. Grothe, an American writer and speaker known for his work in skepticism and secularism.
  • 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: de Graft
Triple: [Joe de Graft, familyName, de Graft]
Generated description
de Graft is a surname most notably associated with Ghanaian playwright, poet, and educator Joe de Graft.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: de Graft
Target entity description: de Graft is a surname most notably associated with Ghanaian playwright, poet, and educator Joe de Graft.
  • A. Groth
    Groth is a German surname borne by various notable individuals, including actors, athletes, and academics.
  • B. Engrampa
    Engrampa is the archive manager application for the MATE desktop environment, used to create, modify, and extract compressed file archives.
  • C. El Guettar
    El Guettar is a town in southern Tunisia known historically as the site of a major World War II battle between Allied and Axis forces.
  • D. Gasselte
    Gasselte is a village in the Dutch province of Drenthe, known for its surrounding forests, heathlands, and recreational lakes.
  • E. Grothe
    Grothe is a surname most notably associated with D.J. Grothe, an American writer and speaker known for his work in skepticism and secularism.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e419c2c8190b325d5fd692c6000 completed April 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fa130548190ae729487b90fa8a7 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a0b4dbf8819097e38c253327fc10 completed April 4, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69d1a172ad848190a76f95c4937689d7 completed April 4, 2026, 11:40 p.m.
Created at: March 30, 2026, 8:20 p.m.