Triple

T10717071
Position Surface form Disambiguated ID Type / Status
Subject DJ Scratch E252705 entity
Predicate birthName P65 FINISHED
Object George Spivey
George Spivey is the birth name of DJ Scratch, an American hip hop DJ and producer known for his work with EPMD and other prominent rap artists.
 E919645 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: George Spivey | Statement: [DJ Scratch, birthName, George Spivey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Spivey
Context triple: [DJ Scratch, birthName, George Spivey]
  • A. George Hively
    George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
  • B. George Haight
    George Haight was a film producer active in early 20th-century American cinema, known for his work on projects such as "The Story of Vernon and Irene Castle."
  • C. Charles Whittlesey
    Charles Whittlesey was an American architect known for his influential early 20th-century hotel and railroad-related designs in the American West.
  • D. John Watts Ditchfield
    John Watts Ditchfield was an Anglican clergyman who became the first Bishop of Chelmsford in the early 20th century.
  • E. Frank W. Gibb
    Frank W. Gibb was an American architect known for designing prominent public buildings in Arkansas in the late 19th and early 20th centuries.
  • 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: George Spivey
Triple: [DJ Scratch, birthName, George Spivey]
Generated description
George Spivey is the birth name of DJ Scratch, an American hip hop DJ and producer known for his work with EPMD and other prominent rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Spivey
Target entity description: George Spivey is the birth name of DJ Scratch, an American hip hop DJ and producer known for his work with EPMD and other prominent rap artists.
  • A. George Hively
    George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
  • B. George Haight
    George Haight was a film producer active in early 20th-century American cinema, known for his work on projects such as "The Story of Vernon and Irene Castle."
  • C. Charles Whittlesey
    Charles Whittlesey was an American architect known for his influential early 20th-century hotel and railroad-related designs in the American West.
  • D. John Watts Ditchfield
    John Watts Ditchfield was an Anglican clergyman who became the first Bishop of Chelmsford in the early 20th century.
  • E. Frank W. Gibb
    Frank W. Gibb was an American architect known for designing prominent public buildings in Arkansas in the late 19th and early 20th centuries.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff3566e88190b5c0c6d1b159dd45 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69e5424a26688190a49c3920d0edb546 completed April 19, 2026, 8:59 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:13 p.m.