Triple

T12958661
Position Surface form Disambiguated ID Type / Status
Subject Dave (TV series) E310080 entity
Predicate executiveProducer P7225 FINISHED
Object Josh Lieberman
Josh Lieberman is a television producer best known for his executive production work on the comedy series "Dave."
 E1013774 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: Josh Lieberman | Statement: [Dave (TV series), executiveProducer, Josh Lieberman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Josh Lieberman
Context triple: [Dave (TV series), executiveProducer, Josh Lieberman]
  • A. Paul Lieberman
    Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
  • B. Hal Lieberman
    Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
  • C. Russ Landau
    Russ Landau is an American composer best known for creating memorable television themes and scores, including music for reality series such as Survivor.
  • D. Ben Goldwasser
    Ben Goldwasser is an American musician and songwriter best known as the co-founder and keyboardist of the psychedelic pop band MGMT.
  • E. John Avlon
    John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
  • 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: Josh Lieberman
Triple: [Dave (TV series), executiveProducer, Josh Lieberman]
Generated description
Josh Lieberman is a television producer best known for his executive production work on the comedy series "Dave."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Josh Lieberman
Target entity description: Josh Lieberman is a television producer best known for his executive production work on the comedy series "Dave."
  • A. Paul Lieberman
    Paul Lieberman is an American journalist and author best known for his book chronicling the real-life LAPD unit that inspired the film "Gangster Squad."
  • B. Hal Lieberman
    Hal Lieberman is an American film producer known for working on major Hollywood movies, including the science fiction action sequel "Terminator 3: Rise of the Machines."
  • C. Russ Landau
    Russ Landau is an American composer best known for creating memorable television themes and scores, including music for reality series such as Survivor.
  • D. Ben Goldwasser
    Ben Goldwasser is an American musician and songwriter best known as the co-founder and keyboardist of the psychedelic pop band MGMT.
  • E. John Avlon
    John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e2c5bf481908ca6adcfd3354f71 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8dddd80819094c80ef405024419 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba0904e8819098bae29961bf0046 completed May 3, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb7a0ae08190813411fa677430aa completed May 3, 2026, 3:05 a.m.
Created at: April 9, 2026, 5:44 p.m.