Triple

T6661610
Position Surface form Disambiguated ID Type / Status
Subject Jim Sensenbrenner E151488 entity
Predicate has spouse P13 FINISHED
Object Cheryl Warren
Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
E691067 NE FINISHED

How this triple was built (5 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: Cheryl Warren | Statement: [Jim Sensenbrenner, has spouse, Cheryl Warren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cheryl Warren
Context triple: [Jim Sensenbrenner, has spouse, Cheryl Warren]
  • A. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • B. Lori Collins
    Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
  • C. Loralee Czuchna
    Loralee Czuchna is best known as the second wife of American actor and comedian Don Knotts.
  • D. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • E. Cheryl Frasier
    Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
  • 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: Cheryl Warren
Triple: [Jim Sensenbrenner, has spouse, Cheryl Warren]
Generated description
Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cheryl Warren
Target entity description: Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
  • A. Cheryl Johnson
    Cheryl Johnson is the wife of American sportscaster Ernie Johnson Jr., known for her long-standing support of his broadcasting career and their family.
  • B. Lori Collins
    Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
  • C. Loralee Czuchna
    Loralee Czuchna is best known as the second wife of American actor and comedian Don Knotts.
  • D. Mary Beth Hughes
    Mary Beth Hughes was an American film and television actress best known for her roles in 1940s Hollywood dramas and crime films.
  • E. Cheryl Frasier
    Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: has spouse
Context triple: [Jim Sensenbrenner, has spouse, Cheryl Warren]
  • A. spouse chosen
    Indicates that two entities are married to each other in a legally or socially recognized partnership.
  • B. spouseAssociatedWith
    Indicates a marital or spousal relationship or close association between two entities.
  • C. spouseOfHead
    Indicates that one person is the married partner of the individual who holds the position of head (e.g., head of a household, organization, or state).
  • D. spouseFamily
    Indicates a family relationship formed through marriage, such as between a person and their spouse’s relatives.
  • E. hasSpouseDescribed
    Indicates that one entity is described as the spouse of another entity.
  • F. None of above.

Provenance (6 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_69c687f5fac48190a09e4838d9c6b45d completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6cc9d53848190ac75523c157249c6 completed March 27, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9660842888190a9d37a5fd1830ccd completed March 29, 2026, 5:48 p.m.
NEDg Description generation batch_69c966ceec808190ac66e8c2d6e876b5 completed March 29, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69c96800354c8190a71c5a3802de5373 completed March 29, 2026, 5:57 p.m.
PD Predicate disambiguation batch_69c6ad071b0081909b96dd4b93414bd1 completed March 27, 2026, 4:15 p.m.
Created at: March 27, 2026, 2:02 p.m.