Triple

T6960052
Position Surface form Disambiguated ID Type / Status
Subject Johnny Knoxville E161345 entity
Predicate spouse P13 FINISHED
Object Melanie Lynn Cates
Melanie Lynn Cates is best known as the wife of American stunt performer and actor Johnny Knoxville.
 E631052 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: Melanie Lynn Cates | Statement: [Johnny Knoxville, spouse, Melanie Lynn Cates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melanie Lynn Cates
Context triple: [Johnny Knoxville, spouse, Melanie Lynn Cates]
  • A. Janet Farmer
    Janet Farmer is a notable individual recognized for achievements significant enough to be associated with the surname Farmer.
  • B. Deborah Kara Unger
    Deborah Kara Unger is a Canadian actress known for her intense, often edgy performances in films such as "Crash," "The Game," and "Silent Hill."
  • C. Christine Grady
    Christine Grady is an American nurse-bioethicist who heads the Department of Bioethics at the National Institutes of Health Clinical Center and is known for her work on clinical research ethics.
  • D. Judith Scheff
    Judith Scheff is best known as the wife of the late American actor Brian Dennehy.
  • E. Valerie Godsoe
    Valerie Godsoe is known as the former wife of prominent Canadian-American television journalist and news anchor Peter Jennings.
  • 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: Melanie Lynn Cates
Triple: [Johnny Knoxville, spouse, Melanie Lynn Cates]
Generated description
Melanie Lynn Cates is best known as the wife of American stunt performer and actor Johnny Knoxville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melanie Lynn Cates
Target entity description: Melanie Lynn Cates is best known as the wife of American stunt performer and actor Johnny Knoxville.
  • A. Janet Farmer
    Janet Farmer is a notable individual recognized for achievements significant enough to be associated with the surname Farmer.
  • B. Deborah Kara Unger
    Deborah Kara Unger is a Canadian actress known for her intense, often edgy performances in films such as "Crash," "The Game," and "Silent Hill."
  • C. Christine Grady
    Christine Grady is an American nurse-bioethicist who heads the Department of Bioethics at the National Institutes of Health Clinical Center and is known for her work on clinical research ethics.
  • D. Judith Scheff
    Judith Scheff is best known as the wife of the late American actor Brian Dennehy.
  • E. Valerie Godsoe
    Valerie Godsoe is known as the former wife of prominent Canadian-American television journalist and news anchor Peter Jennings.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6daedbb4c8190b46846fb1265b937 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7589892888190bf240bdbf107efcc completed March 28, 2026, 4:27 a.m.
NEDg Description generation batch_69c7596571a48190a8a04b9b24b5e4cb completed March 28, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c75a57dc308190a691d3ae55cc39ef completed March 28, 2026, 4:34 a.m.
Created at: March 27, 2026, 2:29 p.m.