Triple

T12275405
Position Surface form Disambiguated ID Type / Status
Subject Otis Williams E292574 entity
Predicate coAuthorWith P398 FINISHED
Object Patricia Romanowski
Patricia Romanowski is an American writer and ghostwriter best known for co-authoring autobiographies and memoirs for prominent musicians and entertainers.
E980061 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: Patricia Romanowski | Statement: [Otis Williams, coAuthorWith, Patricia Romanowski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Patricia Romanowski
Context triple: [Otis Williams, coAuthorWith, Patricia Romanowski]
  • A. Patricia Mae Andrzejewski
    Patricia Mae Andrzejewski is the birth name of Pat Benatar, the American rock singer known for hits like "Hit Me with Your Best Shot" and "Love Is a Battlefield."
  • B. Mona Pacholska
    Mona Pacholska is a researcher who co-authored the influential 2021 Nature paper by Jumper et al. that introduced the breakthrough AlphaFold protein structure prediction system.
  • C. Barbara Kowalcyk
    Barbara Kowalcyk is a food safety advocate and public health expert known for her work to reform food regulation after her young son died from an E. coli infection.
  • D. Alice Pieszecki
    Alice Pieszecki is a witty, bisexual radio host and journalist in the television drama "The L Word," known for her humor, pop-culture savvy, and complex relationships within the show's central friend group.
  • E. Nina Borowski
    Nina Borowski is the central character in the film "The Object of My Affection," a New York social worker who develops a complex emotional bond with her gay best friend while navigating love, friendship, and unconventional family choices.
  • 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: Patricia Romanowski
Triple: [Otis Williams, coAuthorWith, Patricia Romanowski]
Generated description
Patricia Romanowski is an American writer and ghostwriter best known for co-authoring autobiographies and memoirs for prominent musicians and entertainers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Patricia Romanowski
Target entity description: Patricia Romanowski is an American writer and ghostwriter best known for co-authoring autobiographies and memoirs for prominent musicians and entertainers.
  • A. Patricia Mae Andrzejewski
    Patricia Mae Andrzejewski is the birth name of Pat Benatar, the American rock singer known for hits like "Hit Me with Your Best Shot" and "Love Is a Battlefield."
  • B. Mona Pacholska
    Mona Pacholska is a researcher who co-authored the influential 2021 Nature paper by Jumper et al. that introduced the breakthrough AlphaFold protein structure prediction system.
  • C. Barbara Kowalcyk
    Barbara Kowalcyk is a food safety advocate and public health expert known for her work to reform food regulation after her young son died from an E. coli infection.
  • D. Alice Pieszecki
    Alice Pieszecki is a witty, bisexual radio host and journalist in the television drama "The L Word," known for her humor, pop-culture savvy, and complex relationships within the show's central friend group.
  • E. Nina Borowski
    Nina Borowski is the central character in the film "The Object of My Affection," a New York social worker who develops a complex emotional bond with her gay best friend while navigating love, friendship, and unconventional family choices.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cef684081908adaee8e04facc2e completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63464486c819085452675a43785b1 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356b545c819089a5f5b901afc5f2 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f636382ffc8190becfae41757a45d8 completed May 2, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:52 p.m.