Triple

T15165747
Position Surface form Disambiguated ID Type / Status
Subject Cheer-Accident E362336 entity
Predicate occupationOfMember P35550 FINISHED
Object Jeff Libersher: guitarist
Jeff Libersher is a guitarist best known for his work with the experimental rock band Cheer-Accident.
 E1141561 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 Libersher: guitarist | Statement: [Cheer-Accident, occupationOfMember, Jeff Libersher: guitarist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Libersher: guitarist
Context triple: [Cheer-Accident, occupationOfMember, Jeff Libersher: guitarist]
  • A. Dan Lebowitz – guitar
    Dan Lebowitz is the guitarist for the jam band ALO (Animal Liberation Orchestra), known for his melodic, improvisational playing style.
  • B. John Williams (guitarist)
    John Williams is a renowned Australian classical guitarist celebrated for his virtuosic technique, wide-ranging repertoire, and influential recordings and performances worldwide.
  • C. John Miles Jr. – guitarist and songwriter
    John Miles Jr. is a guitarist and songwriter best known for his work with the Belgian dance-pop group Sylver.
  • D. Jeff Berlin
    Jeff Berlin is an American jazz fusion bassist renowned for his virtuosic technique, influential session work, and collaborations with prominent rock and fusion artists.
  • E. guitarist
    A guitarist is a musician who plays the guitar, often performing melodies, chords, and solos in a wide range of musical genres.
  • 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 Libersher: guitarist
Triple: [Cheer-Accident, occupationOfMember, Jeff Libersher: guitarist]
Generated description
Jeff Libersher is a guitarist best known for his work with the experimental rock band Cheer-Accident.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Libersher: guitarist
Target entity description: Jeff Libersher is a guitarist best known for his work with the experimental rock band Cheer-Accident.
  • A. Dan Lebowitz – guitar
    Dan Lebowitz is the guitarist for the jam band ALO (Animal Liberation Orchestra), known for his melodic, improvisational playing style.
  • B. John Williams (guitarist)
    John Williams is a renowned Australian classical guitarist celebrated for his virtuosic technique, wide-ranging repertoire, and influential recordings and performances worldwide.
  • C. John Miles Jr. – guitarist and songwriter
    John Miles Jr. is a guitarist and songwriter best known for his work with the Belgian dance-pop group Sylver.
  • D. Jeff Berlin
    Jeff Berlin is an American jazz fusion bassist renowned for his virtuosic technique, influential session work, and collaborations with prominent rock and fusion artists.
  • E. guitarist
    A guitarist is a musician who plays the guitar, often performing melodies, chords, and solos in a wide range of musical genres.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0064c6244819085daf8e1eafdf3f2 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec887fbf08190b42dd25a99b7770d completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec974f39c819081dcec5c18090cf7 completed May 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69feca9d1a5c8190b0c649f83a74231b completed May 9, 2026, 5:48 a.m.
Created at: April 10, 2026, 3:08 a.m.