Triple

T16799433
Position Surface form Disambiguated ID Type / Status
Subject Kim Wexler E408316 entity
Predicate employer P7 FINISHED
Object Schweikart & Cokely
Schweikart & Cokely is a prominent Albuquerque law firm in the television series "Better Call Saul," known for its corporate clientele and role in Kim Wexler’s legal career.
E1233874 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: Schweikart & Cokely | Statement: [Kim Wexler, employer, Schweikart & Cokely]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Schweikart & Cokely
Context triple: [Kim Wexler, employer, Schweikart & Cokely]
  • A. Reynal & Hitchcock
    Reynal & Hitchcock was an American publishing house best known for issuing the first U.S. edition of Antoine de Saint-Exupéry’s classic novella "The Little Prince."
  • B. Schlesinger & Mayer
    Schlesinger & Mayer was a prominent Chicago department store whose flagship building later became known as the Sullivan Center.
  • C. Hallgarten & Company
    Hallgarten & Company was a prominent New York investment banking and brokerage firm active in the late 19th and early 20th centuries.
  • D. Fowler & Wells
    Fowler & Wells was a 19th-century American publishing firm best known for promoting phrenology and reform literature, including influential works on social and women's rights.
  • E. Wright & Miller
    Wright & Miller is the authoritative multi-volume legal treatise on federal civil, criminal, and appellate procedure in the United States, widely relied upon by courts and practitioners.
  • 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: Schweikart & Cokely
Triple: [Kim Wexler, employer, Schweikart & Cokely]
Generated description
Schweikart & Cokely is a prominent Albuquerque law firm in the television series "Better Call Saul," known for its corporate clientele and role in Kim Wexler’s legal career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Schweikart & Cokely
Target entity description: Schweikart & Cokely is a prominent Albuquerque law firm in the television series "Better Call Saul," known for its corporate clientele and role in Kim Wexler’s legal career.
  • A. Reynal & Hitchcock
    Reynal & Hitchcock was an American publishing house best known for issuing the first U.S. edition of Antoine de Saint-Exupéry’s classic novella "The Little Prince."
  • B. Schlesinger & Mayer
    Schlesinger & Mayer was a prominent Chicago department store whose flagship building later became known as the Sullivan Center.
  • C. Hallgarten & Company
    Hallgarten & Company was a prominent New York investment banking and brokerage firm active in the late 19th and early 20th centuries.
  • D. Fowler & Wells
    Fowler & Wells was a 19th-century American publishing firm best known for promoting phrenology and reform literature, including influential works on social and women's rights.
  • E. Wright & Miller
    Wright & Miller is the authoritative multi-volume legal treatise on federal civil, criminal, and appellate procedure in the United States, widely relied upon by courts and practitioners.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2abc430819080c1303eded5f416 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab1299ac81908e9f1eebc3424bb9 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ac2ab65c819091d22cf52f16ef94 completed May 10, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac9a854881909624d52db76fbb57 completed May 10, 2026, 4:04 p.m.
Created at: April 10, 2026, 5:22 a.m.