Triple

T13728145
Position Surface form Disambiguated ID Type / Status
Subject Meet the Parents E329719 entity
Predicate screenwriter P2831 FINISHED
Object Jim Herzfeld
Jim Herzfeld is an American screenwriter best known for co-writing the hit comedy film "Meet the Parents" and its sequel "Meet the Fockers."
E1083334 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: Jim Herzfeld | Statement: [Meet the Parents, screenwriter, Jim Herzfeld]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jim Herzfeld
Context triple: [Meet the Parents, screenwriter, Jim Herzfeld]
  • A. Wilm Hosenfeld
    Wilm Hosenfeld was a German Wehrmacht officer known for secretly helping and ultimately saving Polish Jews, most famously the pianist Władysław Szpilman, during World War II.
  • B. Guy Schuessler
    Guy Schuessler is a British actor and theatre professional best known as the husband of acclaimed stage and screen actress Dame Harriet Walter.
  • C. Anthony Kilhoffer
    Anthony Kilhoffer is a Grammy-winning American record producer and audio engineer known for his extensive work with artists like Kanye West and other major hip-hop and pop acts.
  • D. Jan Weincke
    Jan Weincke is a cinematographer known for his work on films such as the thriller "Dead of Winter."
  • E. John Heydler
    John Heydler was an American baseball executive who served as president of the National League in the early 20th century.
  • 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: Jim Herzfeld
Triple: [Meet the Parents, screenwriter, Jim Herzfeld]
Generated description
Jim Herzfeld is an American screenwriter best known for co-writing the hit comedy film "Meet the Parents" and its sequel "Meet the Fockers."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jim Herzfeld
Target entity description: Jim Herzfeld is an American screenwriter best known for co-writing the hit comedy film "Meet the Parents" and its sequel "Meet the Fockers."
  • A. Wilm Hosenfeld
    Wilm Hosenfeld was a German Wehrmacht officer known for secretly helping and ultimately saving Polish Jews, most famously the pianist Władysław Szpilman, during World War II.
  • B. Guy Schuessler
    Guy Schuessler is a British actor and theatre professional best known as the husband of acclaimed stage and screen actress Dame Harriet Walter.
  • C. Anthony Kilhoffer
    Anthony Kilhoffer is a Grammy-winning American record producer and audio engineer known for his extensive work with artists like Kanye West and other major hip-hop and pop acts.
  • D. Jan Weincke
    Jan Weincke is a cinematographer known for his work on films such as the thriller "Dead of Winter."
  • E. John Heydler
    John Heydler was an American baseball executive who served as president of the National League in the early 20th century.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de01f746cc8190abde237bbb7e6c78 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7cfcf748190944ffea7582d4f66 completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fd0141a9408190ad2503d0c18b3f77 completed May 7, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69fd019ffff881908a9e62df81058b17 completed May 7, 2026, 9:18 p.m.
Created at: April 9, 2026, 9:55 p.m.