Triple

T12671530
Position Surface form Disambiguated ID Type / Status
Subject Oliver Putnam E302695 entity
Predicate createdBy P806 FINISHED
Object John Hoffman
John Hoffman is an American writer, producer, and director best known as the co-creator and showrunner of the mystery-comedy series "Only Murders in the Building."
 E306275 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: John Hoffman | Statement: [Oliver Putnam, createdBy, John Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hoffman
Context triple: [Oliver Putnam, createdBy, John Hoffman]
  • A. John Hoffman
    John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
  • B. Josh Wolff
    Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
  • C. Michael Wilford
    Michael Wilford was a British architect known for his postmodern designs and for continuing the work of James Stirling on prominent cultural and public buildings.
  • D. Josh Scherr
    Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
  • E. Scott Hoffman
    Scott Hoffman is an American musician best known as the keyboardist and songwriter for the pop-rock band Scissor Sisters, where he performs under the stage name Babydaddy.
  • 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: John Hoffman
Triple: [Oliver Putnam, createdBy, John Hoffman]
Generated description
John Hoffman is an American writer, producer, and director best known as the co-creator and showrunner of the mystery-comedy series "Only Murders in the Building."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hoffman
Target entity description: John Hoffman is an American writer, producer, and director best known as the co-creator and showrunner of the mystery-comedy series "Only Murders in the Building."
  • A. John Hoffman chosen
    John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
  • B. Josh Wolff
    Josh Wolff is an American former professional soccer player and current coach known for leading Major League Soccer expansion club Austin FC.
  • C. Michael Wilford
    Michael Wilford was a British architect known for his postmodern designs and for continuing the work of James Stirling on prominent cultural and public buildings.
  • D. Josh Scherr
    Josh Scherr is a video game writer and narrative designer best known for his work on Naughty Dog titles, including the Uncharted series.
  • E. Scott Hoffman
    Scott Hoffman is an American musician best known as the keyboardist and songwriter for the pop-rock band Scissor Sisters, where he performs under the stage name Babydaddy.
  • F. None of above.

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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ae493481908f82e0d05dce20bd completed April 10, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719fb8bc8190b581a7fcfb252404 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6751f79148190a1735abf489fd106 completed May 2, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:20 p.m.