Triple

T18379174
Position Surface form Disambiguated ID Type / Status
Subject Maura Pfefferman E446396 entity
Predicate hasSpouse P13 FINISHED
Object Shelly Pfefferman NE NERFINISHED

How this triple was built (2 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: Shelly Pfefferman | Statement: [Maura Pfefferman, hasSpouse, Shelly Pfefferman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shelly Pfefferman
Context triple: [Maura Pfefferman, hasSpouse, Shelly Pfefferman]
  • A. Shelly Pfefferman chosen
    Shelly Pfefferman is a central character in the television series "Transparent," portrayed as the outspoken, emotionally complex matriarch of the Pfefferman family.
  • B. Shelly Kaplow
    Shelly Kaplow is a down-on-his-luck casino "cooler" whose mere presence is believed to jinx gamblers in the 2003 film *The Cooler*.
  • C. Ann Biderman
    Ann Biderman is an American screenwriter and television creator known for her work on crime dramas such as the film "Public Enemies" and the TV series "Southland" and "Ray Donovan."
  • D. Ilene Rosenzweig
    Ilene Rosenzweig is a writer and editor best known for co-authoring lifestyle and design books with fashion designer Cynthia Rowley.
  • E. Ellen Mirojnick
    Ellen Mirojnick is an American costume designer known for her influential work on films such as "Basic Instinct" and numerous other high-profile productions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51799e0f4819089e8af04888549bf completed April 19, 2026, 5:57 p.m.
Created at: April 10, 2026, 10:45 a.m.