Triple

T17492331
Position Surface form Disambiguated ID Type / Status
Subject White Light E425954 entity
Predicate hasPersonnel P1211 FINISHED
Object Gary Mallaber
Gary Mallaber is an American drummer and percussionist best known for his session work with artists like Van Morrison, the Steve Miller Band, and Bruce Springsteen.
E1272469 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: Gary Mallaber | Statement: [White Light, hasPersonnel, Gary Mallaber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Mallaber
Context triple: [White Light, hasPersonnel, Gary Mallaber]
  • A. John Stossel
    John Stossel is an American television journalist and commentator known for his libertarian-leaning consumer and investigative reporting.
  • B. David Wessel
    David Wessel was an American composer, researcher, and pioneer in computer music and real-time digital sound synthesis, known for his influential work at IRCAM and UC Berkeley’s CNMAT.
  • C. Michael Mauldin
    Michael Mauldin is an American music executive and talent manager known for his influential role in the development of contemporary R&B and hip-hop artists.
  • D. Peter Schiff
    Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
  • E. Roger Gage
    Roger Gage is a British stage director known for his work in theatre and for having been married to acclaimed actress Joan Plowright.
  • 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: Gary Mallaber
Triple: [White Light, hasPersonnel, Gary Mallaber]
Generated description
Gary Mallaber is an American drummer and percussionist best known for his session work with artists like Van Morrison, the Steve Miller Band, and Bruce Springsteen.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Mallaber
Target entity description: Gary Mallaber is an American drummer and percussionist best known for his session work with artists like Van Morrison, the Steve Miller Band, and Bruce Springsteen.
  • A. John Stossel
    John Stossel is an American television journalist and commentator known for his libertarian-leaning consumer and investigative reporting.
  • B. David Wessel
    David Wessel was an American composer, researcher, and pioneer in computer music and real-time digital sound synthesis, known for his influential work at IRCAM and UC Berkeley’s CNMAT.
  • C. Michael Mauldin
    Michael Mauldin is an American music executive and talent manager known for his influential role in the development of contemporary R&B and hip-hop artists.
  • D. Peter Schiff
    Peter Schiff is an American stock broker, financial commentator, and author known for his bearish views on the U.S. economy and his accurate prediction of the 2008 financial crisis.
  • E. Roger Gage
    Roger Gage is a British stage director known for his work in theatre and for having been married to acclaimed actress Joan Plowright.
  • 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_69d889dccf7481909264a1844a2e9100 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451d5dd5c8190a8631e0d2ca1e427 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c200db048190a895c6060b3575d8 completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c3881f6081908f13c4033933b252 completed May 11, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a01c41859008190b786bdc2c09f24d1 completed May 11, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:48 a.m.