Triple

T4324045
Position Surface form Disambiguated ID Type / Status
Subject What Comes Naturally E96591 entity
Predicate producer P490 FINISHED
Object Jeff Lorber
Jeff Lorber is an American jazz fusion keyboardist, composer, and producer known for pioneering the smooth jazz genre and leading the Jeff Lorber Fusion.
 E431847 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: Jeff Lorber | Statement: [What Comes Naturally, producer, Jeff Lorber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Lorber
Context triple: [What Comes Naturally, producer, Jeff Lorber]
  • A. John Patitucci
    John Patitucci is an acclaimed American jazz bassist and composer known for his virtuosic work in both acoustic and electric bass and his collaborations with leading contemporary jazz artists.
  • B. Marcus Miller
    Marcus Miller is an acclaimed American jazz bassist, composer, and producer known for his influential work in jazz fusion and collaborations with artists like Miles Davis and Luther Vandross.
  • C. Chris Botti
    Chris Botti is an American trumpeter and composer known for his smooth jazz and crossover pop recordings, as well as his collaborations with numerous prominent artists.
  • D. Peter Erskine
    Peter Erskine is an American jazz drummer renowned for his work with Weather Report, Steps Ahead, and numerous leading jazz and fusion artists.
  • E. Mitch Henderson
    Mitch Henderson is an American college basketball coach best known for leading the Princeton University men’s basketball program.
  • 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: Jeff Lorber
Triple: [What Comes Naturally, producer, Jeff Lorber]
Generated description
Jeff Lorber is an American jazz fusion keyboardist, composer, and producer known for pioneering the smooth jazz genre and leading the Jeff Lorber Fusion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Lorber
Target entity description: Jeff Lorber is an American jazz fusion keyboardist, composer, and producer known for pioneering the smooth jazz genre and leading the Jeff Lorber Fusion.
  • A. John Patitucci
    John Patitucci is an acclaimed American jazz bassist and composer known for his virtuosic work in both acoustic and electric bass and his collaborations with leading contemporary jazz artists.
  • B. Marcus Miller
    Marcus Miller is an acclaimed American jazz bassist, composer, and producer known for his influential work in jazz fusion and collaborations with artists like Miles Davis and Luther Vandross.
  • C. Chris Botti
    Chris Botti is an American trumpeter and composer known for his smooth jazz and crossover pop recordings, as well as his collaborations with numerous prominent artists.
  • D. Peter Erskine
    Peter Erskine is an American jazz drummer renowned for his work with Weather Report, Steps Ahead, and numerous leading jazz and fusion artists.
  • E. Mitch Henderson
    Mitch Henderson is an American college basketball coach best known for leading the Princeton University men’s basketball program.
  • 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_69b34542fd908190b11b08faad8decfd completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35118abe481908b7987019be217e1 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d094f5fc819083eddc234f46f6a1 completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d10a20248190b3214509cb637ff4 completed March 14, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69b5d4f08ac4819097e71276be11403d completed March 14, 2026, 9:36 p.m.
Created at: March 12, 2026, 11:13 p.m.