Triple

T6823361
Position Surface form Disambiguated ID Type / Status
Subject Hannah Arendt (2012 film) E156953 entity
Predicate screenwriter P2831 FINISHED
Object Pam Katz
Pam Katz is an American screenwriter known for co-writing historical and biographical films, including the 2012 drama "Hannah Arendt."
E634126 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: Pam Katz | Statement: [Hannah Arendt (2012 film), screenwriter, Pam Katz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pam Katz
Context triple: [Hannah Arendt (2012 film), screenwriter, Pam Katz]
  • A. Gail Katz
    Gail Katz is an American film and television producer known for working on major Hollywood projects including the disaster drama "The Perfect Storm."
  • B. Haddie Braverman
    Haddie Braverman is a teenage member of the Braverman family on the television drama "Parenthood," known for her coming-of-age storylines involving family, relationships, and personal growth.
  • C. Betty Steinberg
    Betty Steinberg is a film editor best known for her work on the crime drama film "The Killing."
  • D. Ilene Chaiken
    Ilene Chaiken is an American television writer and producer best known as the creator of "The L Word" and a key creative force behind several high-profile drama series.
  • E. Virginia Katz
    Virginia Katz is a film editor known for her work on major Hollywood productions, including entries in the Twilight Saga.
  • 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: Pam Katz
Triple: [Hannah Arendt (2012 film), screenwriter, Pam Katz]
Generated description
Pam Katz is an American screenwriter known for co-writing historical and biographical films, including the 2012 drama "Hannah Arendt."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pam Katz
Target entity description: Pam Katz is an American screenwriter known for co-writing historical and biographical films, including the 2012 drama "Hannah Arendt."
  • A. Gail Katz
    Gail Katz is an American film and television producer known for working on major Hollywood projects including the disaster drama "The Perfect Storm."
  • B. Haddie Braverman
    Haddie Braverman is a teenage member of the Braverman family on the television drama "Parenthood," known for her coming-of-age storylines involving family, relationships, and personal growth.
  • C. Betty Steinberg
    Betty Steinberg is a film editor best known for her work on the crime drama film "The Killing."
  • D. Ilene Chaiken
    Ilene Chaiken is an American television writer and producer best known as the creator of "The L Word" and a key creative force behind several high-profile drama series.
  • E. Virginia Katz
    Virginia Katz is a film editor known for her work on major Hollywood productions, including entries in the Twilight Saga.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d580ca448190aa6d52908ca50e39 completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c769e8e06881908763bba8f7b82a99 completed March 28, 2026, 5:40 a.m.
NEDg Description generation batch_69c76a67bb048190b9bff17d4da4d842 completed March 28, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69c76ac6d8b48190869e1733adcbd3d9 completed March 28, 2026, 5:44 a.m.
Created at: March 27, 2026, 2:18 p.m.