Triple

T11498642
Position Surface form Disambiguated ID Type / Status
Subject Marilyn Bergman E272607 entity
Predicate birthName P65 FINISHED
Object Marilyn Ruth Katz
Marilyn Ruth Katz, better known as Marilyn Bergman, was an acclaimed American lyricist and songwriter renowned for her Oscar-, Emmy-, and Grammy-winning collaborations with her husband Alan Bergman on numerous film and television themes.
E987419 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: Marilyn Ruth Katz | Statement: [Marilyn Bergman, birthName, Marilyn Ruth Katz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marilyn Ruth Katz
Context triple: [Marilyn Bergman, birthName, Marilyn Ruth 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. Pam Katz
    Pam Katz is an American screenwriter known for co-writing historical and biographical films, including the 2012 drama "Hannah Arendt."
  • C. Ellen Philips Katz
    Ellen Philips Katz is an American woman best known as the former wife of billionaire investor and Blackstone co-founder Stephen A. Schwarzman.
  • D. Marilyn Friedman
    Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
  • E. Vera Katz
    Vera Katz was a prominent American politician who served as the first female Speaker of the Oregon House of Representatives and later as a three-term mayor of Portland, Oregon.
  • 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: Marilyn Ruth Katz
Triple: [Marilyn Bergman, birthName, Marilyn Ruth Katz]
Generated description
Marilyn Ruth Katz, better known as Marilyn Bergman, was an acclaimed American lyricist and songwriter renowned for her Oscar-, Emmy-, and Grammy-winning collaborations with her husband Alan Bergman on numerous film and television themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marilyn Ruth Katz
Target entity description: Marilyn Ruth Katz, better known as Marilyn Bergman, was an acclaimed American lyricist and songwriter renowned for her Oscar-, Emmy-, and Grammy-winning collaborations with her husband Alan Bergman on numerous film and television themes.
  • 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. Pam Katz
    Pam Katz is an American screenwriter known for co-writing historical and biographical films, including the 2012 drama "Hannah Arendt."
  • C. Ellen Philips Katz
    Ellen Philips Katz is an American woman best known as the former wife of billionaire investor and Blackstone co-founder Stephen A. Schwarzman.
  • D. Marilyn Friedman
    Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
  • E. Vera Katz
    Vera Katz was a prominent American politician who served as the first female Speaker of the Oregon House of Representatives and later as a three-term mayor of Portland, Oregon.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85de27db081909ccdb4ab0ef75bdb completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69f64b7aff4c8190ba879e6c5632bb97 completed May 2, 2026, 7:07 p.m.
NEDg Description generation batch_69f64f6a6c888190ad02f5f492df5d38 completed May 2, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69f6504b033c8190a31f49f2e59c6810 completed May 2, 2026, 7:28 p.m.
Created at: April 8, 2026, 9:36 p.m.