Triple

T13605973
Position Surface form Disambiguated ID Type / Status
Subject The Wizard of Lies E325061 entity
Predicate character P662 FINISHED
Object Ruth Madoff
Ruth Madoff is the wife of infamous financier and Ponzi schemer Bernie Madoff, known for her controversial role and public scrutiny following the exposure of his massive financial fraud.
E1052822 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: Ruth Madoff | Statement: [The Wizard of Lies, character, Ruth Madoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruth Madoff
Context triple: [The Wizard of Lies, character, Ruth Madoff]
  • A. Beth Klarman
    Beth Klarman is a member of the prominent Klarman family, known for its significant business success and philanthropic activities.
  • B. Miriam Adelson
    Miriam Adelson is an Israeli-American physician, philanthropist, and major political donor, known for her influential role in Republican politics and for co-owning the Las Vegas Sands casino empire.
  • C. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • D. Ira Milstein
    Ira Milstein is a prominent American corporate lawyer and influential figure in corporate governance, known for advising major companies and serving on numerous institutional boards.
  • E. Mitch Markowitz
    Mitch Markowitz is an American screenwriter best known for writing the acclaimed 1987 Robin Williams film "Good Morning, Vietnam."
  • 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: Ruth Madoff
Triple: [The Wizard of Lies, character, Ruth Madoff]
Generated description
Ruth Madoff is the wife of infamous financier and Ponzi schemer Bernie Madoff, known for her controversial role and public scrutiny following the exposure of his massive financial fraud.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruth Madoff
Target entity description: Ruth Madoff is the wife of infamous financier and Ponzi schemer Bernie Madoff, known for her controversial role and public scrutiny following the exposure of his massive financial fraud.
  • A. Beth Klarman
    Beth Klarman is a member of the prominent Klarman family, known for its significant business success and philanthropic activities.
  • B. Miriam Adelson
    Miriam Adelson is an Israeli-American physician, philanthropist, and major political donor, known for her influential role in Republican politics and for co-owning the Las Vegas Sands casino empire.
  • C. Michael Markowitz
    Michael Markowitz is an American comedy writer best known for co-writing the hit film "Horrible Bosses."
  • D. Ira Milstein
    Ira Milstein is a prominent American corporate lawyer and influential figure in corporate governance, known for advising major companies and serving on numerous institutional boards.
  • E. Mitch Markowitz
    Mitch Markowitz is an American screenwriter best known for writing the acclaimed 1987 Robin Williams film "Good Morning, Vietnam."
  • 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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb07e442c819086a8cbb967c03ad3 completed April 12, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78ae394748190b6a0f9a085b7dea6 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78c0030e481909c20f21ddaa480dc completed May 3, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69f78d6d74bc8190ad5476a06e8fd8ad completed May 3, 2026, 6:01 p.m.
Created at: April 9, 2026, 9:50 p.m.