Triple

T14413848
Position Surface form Disambiguated ID Type / Status
Subject Campbell Scott E357397 entity
Predicate spouse P13 FINISHED
Object Kathleen McElfresh
Kathleen McElfresh is an American actress known for her work in theater and television and for being married to actor and director Campbell Scott.
E1225224 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: Kathleen McElfresh | Statement: [Campbell Scott, spouse, Kathleen McElfresh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kathleen McElfresh
Context triple: [Campbell Scott, spouse, Kathleen McElfresh]
  • A. Kathleen Wilhoite
    Kathleen Wilhoite is an American actress and singer-songwriter known for her character roles in film and television, including appearances in projects like "Lorenzo's Oil," "ER," and "Gilmore Girls."
  • B. Kathleen Brown
    Kathleen Brown is an American Democratic politician and attorney who served as California State Treasurer and is a member of the prominent Brown political family, being the daughter of former Governor Pat Brown and sister of former Governor Jerry Brown.
  • C. Kathleen Beavier
    Kathleen Beavier is the central protagonist of James Patterson’s thriller novel "Cradle and All," around whom the book’s mysterious and suspenseful events revolve.
  • D. Kathleen McCrone
    Kathleen McCrone is an American attorney best known as the wife of longtime Las Vegas entertainer Wayne Newton.
  • E. Patricia McCallum
    Patricia McCallum is best known as the wife of English actor Michael York.
  • 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: Kathleen McElfresh
Triple: [Campbell Scott, spouse, Kathleen McElfresh]
Generated description
Kathleen McElfresh is an American actress known for her work in theater and television and for being married to actor and director Campbell Scott.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kathleen McElfresh
Target entity description: Kathleen McElfresh is an American actress known for her work in theater and television and for being married to actor and director Campbell Scott.
  • A. Kathleen Wilhoite
    Kathleen Wilhoite is an American actress and singer-songwriter known for her character roles in film and television, including appearances in projects like "Lorenzo's Oil," "ER," and "Gilmore Girls."
  • B. Kathleen Brown
    Kathleen Brown is an American Democratic politician and attorney who served as California State Treasurer and is a member of the prominent Brown political family, being the daughter of former Governor Pat Brown and sister of former Governor Jerry Brown.
  • C. Kathleen Beavier
    Kathleen Beavier is the central protagonist of James Patterson’s thriller novel "Cradle and All," around whom the book’s mysterious and suspenseful events revolve.
  • D. Kathleen McCrone
    Kathleen McCrone is an American attorney best known as the wife of longtime Las Vegas entertainer Wayne Newton.
  • E. Patricia McCallum
    Patricia McCallum is best known as the wife of English actor Michael York.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90cb3c708190822f5506ebf7ee9d completed April 14, 2026, 7:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084a4c2cc81908c8acd3a1123208a completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a008568d2e88190a3757c7d48fa464b completed May 10, 2026, 1:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0085d27d188190a13ba94c6a642dde completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 1:17 a.m.