Triple

T3641136
Position Surface form Disambiguated ID Type / Status
Subject Bruce Jay Friedman E77188 entity
Predicate spouse P13 FINISHED
Object Marilyn Friedman
Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
 E453305 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 Friedman | Statement: [Bruce Jay Friedman, spouse, Marilyn Friedman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marilyn Friedman
Context triple: [Bruce Jay Friedman, spouse, Marilyn Friedman]
  • A. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • B. Nancy Goodman
    Nancy Goodman is an American diplomat, businesswoman, and philanthropist best known for founding the Susan G. Komen Breast Cancer Foundation.
  • C. Barbara Robbins
    Barbara Robbins is known as the wife of Jon Lindbergh, the son of famed aviator Charles Lindbergh.
  • D. Nancy Lieberman
    Nancy Lieberman is a pioneering American basketball player and coach, widely regarded as one of the greatest figures in women's basketball history and a trailblazer for women in the sport.
  • E. Janet Friedman
    Janet Friedman is one of the children of economists Rose and Milton Friedman, belonging to a family noted for its influential contributions to economic thought.
  • 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 Friedman
Triple: [Bruce Jay Friedman, spouse, Marilyn Friedman]
Generated description
Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marilyn Friedman
Target entity description: Marilyn Friedman is an American philosopher known for her work in feminist ethics, political philosophy, and the concept of autonomy.
  • A. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • B. Nancy Goodman
    Nancy Goodman is an American diplomat, businesswoman, and philanthropist best known for founding the Susan G. Komen Breast Cancer Foundation.
  • C. Barbara Robbins
    Barbara Robbins is known as the wife of Jon Lindbergh, the son of famed aviator Charles Lindbergh.
  • D. Nancy Lieberman
    Nancy Lieberman is a pioneering American basketball player and coach, widely regarded as one of the greatest figures in women's basketball history and a trailblazer for women in the sport.
  • E. Janet Friedman
    Janet Friedman is one of the children of economists Rose and Milton Friedman, belonging to a family noted for its influential contributions to economic thought.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc357c3308190bd8801d68244a53e completed March 8, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd34ff23481908bfd853f760cc153 completed March 20, 2026, 11:08 p.m.
NEDg Description generation batch_69bdd41328e08190990b65c1ea4801df completed March 20, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69bdd469dfbc81909f9e309d58352e90 completed March 20, 2026, 11:12 p.m.
Created at: March 8, 2026, 3:24 p.m.