Triple

T13779791
Position Surface form Disambiguated ID Type / Status
Subject Project Runway E331102 entity
Predicate notableContestant P6467 FINISHED
Object Leanne Marshall
Leanne Marshall is an American fashion designer best known as the winner of Season 5 of the reality TV competition Project Runway.
E1065179 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: Leanne Marshall | Statement: [Project Runway, notableContestant, Leanne Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leanne Marshall
Context triple: [Project Runway, notableContestant, Leanne Marshall]
  • A. Leanne Mucci
    Leanne Mucci is a television producer best known for serving as an executive producer on the reality competition series "The Challenge: All Stars."
  • B. Bronwyn FitzSimons
    Bronwyn FitzSimons was the only daughter of Irish-American actress Maureen O’Hara, known for her occasional acting roles and for managing aspects of her mother’s later-life affairs.
  • C. Denise Dowse
    Denise Dowse was an American actress and director known for her supporting roles in film and television, including notable appearances on "Beverly Hills, 90210" and "Insecure."
  • D. Tahnee Welch
    Tahnee Welch is an American actress and model best known for her role in the science-fiction film "Cocoon" and for being the daughter of actress Raquel Welch.
  • E. Maria Skerrett
    Maria Skerrett was the second wife of British statesman Sir Robert Walpole, serving as his companion during his later years as de facto first Prime Minister of Great Britain.
  • 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: Leanne Marshall
Triple: [Project Runway, notableContestant, Leanne Marshall]
Generated description
Leanne Marshall is an American fashion designer best known as the winner of Season 5 of the reality TV competition Project Runway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leanne Marshall
Target entity description: Leanne Marshall is an American fashion designer best known as the winner of Season 5 of the reality TV competition Project Runway.
  • A. Leanne Mucci
    Leanne Mucci is a television producer best known for serving as an executive producer on the reality competition series "The Challenge: All Stars."
  • B. Bronwyn FitzSimons
    Bronwyn FitzSimons was the only daughter of Irish-American actress Maureen O’Hara, known for her occasional acting roles and for managing aspects of her mother’s later-life affairs.
  • C. Denise Dowse
    Denise Dowse was an American actress and director known for her supporting roles in film and television, including notable appearances on "Beverly Hills, 90210" and "Insecure."
  • D. Tahnee Welch
    Tahnee Welch is an American actress and model best known for her role in the science-fiction film "Cocoon" and for being the daughter of actress Raquel Welch.
  • E. Maria Skerrett
    Maria Skerrett was the second wife of British statesman Sir Robert Walpole, serving as his companion during his later years as de facto first Prime Minister of Great Britain.
  • 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_69d81c583b0081909e408a17db517a21 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02460a688190a27874f8d35819c7 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0e152ac8190b8d705295df4834a completed May 3, 2026, 9:40 p.m.
NEDg Description generation batch_69f7c18a032481909fc1e97883062170 completed May 3, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69f7c21231f48190ae6e2bdb2bbc0afd completed May 3, 2026, 9:45 p.m.
Created at: April 9, 2026, 10:11 p.m.