Triple

T8495270
Position Surface form Disambiguated ID Type / Status
Subject A Time of Changes E201082 entity
Predicate coverArtist P184 FINISHED
Object Bob Pepper
Bob Pepper was an American illustrator best known for his distinctive, psychedelic-style cover art for science fiction and fantasy books and record albums in the 1960s and 1970s.
 E737356 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: Bob Pepper | Statement: [A Time of Changes, coverArtist, Bob Pepper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bob Pepper
Context triple: [A Time of Changes, coverArtist, Bob Pepper]
  • A. Buddy Pepper
    Buddy Pepper was an American actor, pianist, and songwriter active in mid-20th-century Hollywood, known for his character roles and contributions to film music.
  • B. Pepper Dennis
    Pepper Dennis is an American television dramedy series centered on a driven Chicago news reporter juggling her ambitious career with her complicated personal life.
  • C. Bill Peet
    Bill Peet was an American children’s book author and longtime Disney story artist known for his influential work on many classic animated films.
  • D. Jack Pepper
    Jack Pepper was an American vaudeville performer, singer, and comedian active in the early 20th century, known for his work in musical comedy acts and films.
  • E. Ted Perry
    Ted Perry was a British record producer and entrepreneur best known as the founder of the classical music label Hyperion Records.
  • 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: Bob Pepper
Triple: [A Time of Changes, coverArtist, Bob Pepper]
Generated description
Bob Pepper was an American illustrator best known for his distinctive, psychedelic-style cover art for science fiction and fantasy books and record albums in the 1960s and 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bob Pepper
Target entity description: Bob Pepper was an American illustrator best known for his distinctive, psychedelic-style cover art for science fiction and fantasy books and record albums in the 1960s and 1970s.
  • A. Buddy Pepper
    Buddy Pepper was an American actor, pianist, and songwriter active in mid-20th-century Hollywood, known for his character roles and contributions to film music.
  • B. Pepper Dennis
    Pepper Dennis is an American television dramedy series centered on a driven Chicago news reporter juggling her ambitious career with her complicated personal life.
  • C. Bill Peet
    Bill Peet was an American children’s book author and longtime Disney story artist known for his influential work on many classic animated films.
  • D. Jack Pepper
    Jack Pepper was an American vaudeville performer, singer, and comedian active in the early 20th century, known for his work in musical comedy acts and films.
  • E. Ted Perry
    Ted Perry was a British record producer and entrepreneur best known as the founder of the classical music label Hyperion Records.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe57dbe488190af5f06faf862cd5d completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a6117988190b8c667d4263f3e86 completed April 2, 2026, 9:44 a.m.
NEDg Description generation batch_69ce3d0323248190a076a209df98c96c completed April 2, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d7909f48190a46f58fca75d7740 completed April 2, 2026, 9:57 a.m.
Created at: March 30, 2026, 6:13 p.m.