Triple

T20543617
Position Surface form Disambiguated ID Type / Status
Subject Magnificent Seven (1996 U.S. women’s Olympic gymnastics team) E504408 entity
Predicate assistantCoach P31284 FINISHED
Object Martha Karolyi
Martha Karolyi is a Romanian-American gymnastics coach who became one of the most influential and controversial figures in U.S. women’s gymnastics, helping lead the national team to decades of international dominance.
E1438914 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: Martha Karolyi | Statement: [Magnificent Seven (1996 U.S. women’s Olympic gymnastics team), assistantCoach, Martha Karolyi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martha Karolyi
Context triple: [Magnificent Seven (1996 U.S. women’s Olympic gymnastics team), assistantCoach, Martha Karolyi]
  • A. Beth Howland
    Beth Howland was an American actress best known for her role as the high-strung waitress Vera Louise Gorman on the long-running sitcom "Alice."
  • B. Debbie Krzyzewski Savarino
    Debbie Krzyzewski Savarino is an American college basketball administrator who serves in a leadership role within the Duke University men’s basketball program and is the daughter of legendary coach Mike Krzyzewski.
  • C. Diane Addonizio
    Diane Addonizio is an American lawyer and businesswoman best known as the longtime wife of Hall of Fame NFL defensive end and sports analyst Howie Long.
  • D. Joyce Rudolph
    Joyce Rudolph is known as the spouse of American film director and screenwriter Alan Rudolph.
  • E. Laura Dreyfuss
    Laura Dreyfuss is an American actress and singer best known for her work in musical theatre and television, including roles on Broadway and in the TV series "Glee."
  • 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: Martha Karolyi
Triple: [Magnificent Seven (1996 U.S. women’s Olympic gymnastics team), assistantCoach, Martha Karolyi]
Generated description
Martha Karolyi is a Romanian-American gymnastics coach who became one of the most influential and controversial figures in U.S. women’s gymnastics, helping lead the national team to decades of international dominance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martha Karolyi
Target entity description: Martha Karolyi is a Romanian-American gymnastics coach who became one of the most influential and controversial figures in U.S. women’s gymnastics, helping lead the national team to decades of international dominance.
  • A. Beth Howland
    Beth Howland was an American actress best known for her role as the high-strung waitress Vera Louise Gorman on the long-running sitcom "Alice."
  • B. Debbie Krzyzewski Savarino
    Debbie Krzyzewski Savarino is an American college basketball administrator who serves in a leadership role within the Duke University men’s basketball program and is the daughter of legendary coach Mike Krzyzewski.
  • C. Diane Addonizio
    Diane Addonizio is an American lawyer and businesswoman best known as the longtime wife of Hall of Fame NFL defensive end and sports analyst Howie Long.
  • D. Joyce Rudolph
    Joyce Rudolph is known as the spouse of American film director and screenwriter Alan Rudolph.
  • E. Laura Dreyfuss
    Laura Dreyfuss is an American actress and singer best known for her work in musical theatre and television, including roles on Broadway and in the TV series "Glee."
  • 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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a293feac8190b27848b64f2db1fe completed April 20, 2026, 10:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acd567f88190accf53a985baa9b4 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ae401ed481908b6222d572d57b35 completed May 16, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_6a08aec256988190bc43a1f784a458ec completed May 16, 2026, 5:52 p.m.
Created at: April 16, 2026, 11:38 a.m.