Triple

T15565878
Position Surface form Disambiguated ID Type / Status
Subject Trial & Error E371112 entity
Predicate creator P184 FINISHED
Object Jeff Astrof
Jeff Astrof is an American television writer and producer known for his work on comedy series such as "Trial & Error" and "Friends."
E1164257 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 Astrof | Statement: [Trial & Error, creator, Jeff Astrof]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeff Astrof
Context triple: [Trial & Error, creator, Jeff Astrof]
  • A. Matt Ostrander
    Matt Ostrander is a musician best known for having been a member of the American alternative rock band Blue October.
  • B. Craig Heisinger
    Craig Heisinger is a Canadian ice hockey executive best known for his long-time leadership role with the Manitoba Moose organization.
  • C. Adrian Vandenberg
    Adrian Vandenberg is a Dutch rock guitarist best known for his work with Whitesnake and his own band Vandenberg.
  • D. Mark Dacascos
    Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
  • E. Jay Martel
    Jay Martel is a television writer, producer, and showrunner best known for his work on acclaimed comedy series such as Key & Peele.
  • 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 Astrof
Triple: [Trial & Error, creator, Jeff Astrof]
Generated description
Jeff Astrof is an American television writer and producer known for his work on comedy series such as "Trial & Error" and "Friends."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeff Astrof
Target entity description: Jeff Astrof is an American television writer and producer known for his work on comedy series such as "Trial & Error" and "Friends."
  • A. Matt Ostrander
    Matt Ostrander is a musician best known for having been a member of the American alternative rock band Blue October.
  • B. Craig Heisinger
    Craig Heisinger is a Canadian ice hockey executive best known for his long-time leadership role with the Manitoba Moose organization.
  • C. Adrian Vandenberg
    Adrian Vandenberg is a Dutch rock guitarist best known for his work with Whitesnake and his own band Vandenberg.
  • D. Mark Dacascos
    Mark Dacascos is an American actor and martial artist known for his roles in action films and television, as well as for serving as the Chairman on the TV show "Iron Chef America."
  • E. Jay Martel
    Jay Martel is a television writer, producer, and showrunner best known for his work on acclaimed comedy series such as Key & Peele.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ddd753c8190b51eaef433258081 completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456a3b08819092f9f517bbef5577 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff49541fcc8190a1d22721bc255e19 completed May 9, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_69ff49f6db508190b0127a59d332512e completed May 9, 2026, 2:51 p.m.
Created at: April 10, 2026, 4:10 a.m.