Triple

T18664157
Position Surface form Disambiguated ID Type / Status
Subject The Panic Channel E456282 entity
Predicate hasMember P10 FINISHED
Object Steve Isaacs
Steve Isaacs is an American musician and vocalist best known as the lead singer of the rock band The Panic Channel and for his earlier work as an MTV VJ.
E1336419 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: Steve Isaacs | Statement: [The Panic Channel, hasMember, Steve Isaacs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Isaacs
Context triple: [The Panic Channel, hasMember, Steve Isaacs]
  • A. Bob Roback
    Bob Roback is a music industry executive known for leading digital distribution and rights management companies, including serving as a key leader at Ingrooves Music Group.
  • B. Ray Siegel
    Ray Siegel was a session musician active in the mid-20th century American music scene, known for contributing instrumental performances to popular recordings such as Ricky Nelson’s 1958 album.
  • C. Vern Schillinger
    Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
  • D. Stephen Resnick
    Stephen Resnick was an American Marxian economist and professor known for his influential work on class analysis and his long-term collaboration with Richard Wolff.
  • E. Don Blum
    Don Blum is an American rock drummer best known for his work with the Detroit garage rock band The Von Bondies.
  • 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: Steve Isaacs
Triple: [The Panic Channel, hasMember, Steve Isaacs]
Generated description
Steve Isaacs is an American musician and vocalist best known as the lead singer of the rock band The Panic Channel and for his earlier work as an MTV VJ.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Isaacs
Target entity description: Steve Isaacs is an American musician and vocalist best known as the lead singer of the rock band The Panic Channel and for his earlier work as an MTV VJ.
  • A. Bob Roback
    Bob Roback is a music industry executive known for leading digital distribution and rights management companies, including serving as a key leader at Ingrooves Music Group.
  • B. Ray Siegel
    Ray Siegel was a session musician active in the mid-20th century American music scene, known for contributing instrumental performances to popular recordings such as Ricky Nelson’s 1958 album.
  • C. Vern Schillinger
    Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
  • D. Stephen Resnick
    Stephen Resnick was an American Marxian economist and professor known for his influential work on class analysis and his long-term collaboration with Richard Wolff.
  • E. Don Blum
    Don Blum is an American rock drummer best known for his work with the Detroit garage rock band The Von Bondies.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5508d2d588190a468bd7b205d2057 completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a051728ac508190a0c2640e8102ebb6 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05196f9d788190a239274167986a00 completed May 14, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_6a051abf2e2c81909c5baca205235ce8 completed May 14, 2026, 12:43 a.m.
Created at: April 10, 2026, 11:48 a.m.