Triple

T2516203
Position Surface form Disambiguated ID Type / Status
Subject L.A. Law E55417 entity
Predicate lawFirmNameInSeries P40727 FINISHED
Object McKenzie, Brackman, Chaney and Kuzak
McKenzie, Brackman, Chaney and Kuzak is the fictional Los Angeles law firm at the center of the television drama series "L.A. Law."
E275828 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: McKenzie, Brackman, Chaney and Kuzak | Statement: [L.A. Law, lawFirmNameInSeries, McKenzie, Brackman, Chaney and Kuzak]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: McKenzie, Brackman, Chaney and Kuzak
Context triple: [L.A. Law, lawFirmNameInSeries, McKenzie, Brackman, Chaney and Kuzak]
  • A. Jones, Skelton & Hochuli
    Jones, Skelton & Hochuli is a Phoenix-based civil litigation and insurance defense law firm co-founded by prominent attorney and NFL referee Ed Hochuli.
  • B. Clark/Hunt/Smoot
    Clark/Hunt/Smoot is a construction joint venture known for serving as the primary builder on major projects, including large sports venues in the United States.
  • C. Kivett & Myers
    Kivett & Myers was an American architectural firm best known for designing major sports venues, including Arrowhead Stadium in Kansas City.
  • D. Hellmuth, Obata & Kassabaum
    Hellmuth, Obata & Kassabaum (HOK) is a global architecture and design firm known for its large-scale commercial, civic, and cultural projects around the world.
  • E. Nichols and May
    Nichols and May was a groundbreaking American comedy duo of Mike Nichols and Elaine May, celebrated for their sharp, sophisticated improvisational sketches in the late 1950s and early 1960s.
  • 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: McKenzie, Brackman, Chaney and Kuzak
Triple: [L.A. Law, lawFirmNameInSeries, McKenzie, Brackman, Chaney and Kuzak]
Generated description
McKenzie, Brackman, Chaney and Kuzak is the fictional Los Angeles law firm at the center of the television drama series "L.A. Law."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: McKenzie, Brackman, Chaney and Kuzak
Target entity description: McKenzie, Brackman, Chaney and Kuzak is the fictional Los Angeles law firm at the center of the television drama series "L.A. Law."
  • A. Jones, Skelton & Hochuli
    Jones, Skelton & Hochuli is a Phoenix-based civil litigation and insurance defense law firm co-founded by prominent attorney and NFL referee Ed Hochuli.
  • B. Clark/Hunt/Smoot
    Clark/Hunt/Smoot is a construction joint venture known for serving as the primary builder on major projects, including large sports venues in the United States.
  • C. Kivett & Myers
    Kivett & Myers was an American architectural firm best known for designing major sports venues, including Arrowhead Stadium in Kansas City.
  • D. Hellmuth, Obata & Kassabaum
    Hellmuth, Obata & Kassabaum (HOK) is a global architecture and design firm known for its large-scale commercial, civic, and cultural projects around the world.
  • E. Nichols and May
    Nichols and May was a groundbreaking American comedy duo of Mike Nichols and Elaine May, celebrated for their sharp, sophisticated improvisational sketches in the late 1950s and early 1960s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lawFirmNameInSeries
Context triple: [L.A. Law, lawFirmNameInSeries, McKenzie, Brackman, Chaney and Kuzak]
  • A. lawFirm
    Indicates a relationship where one entity is a law firm that provides legal services or representation to another entity.
  • B. lawPartnerOf
    Indicates a professional relationship in which two individuals are partners in the same law firm or legal practice.
  • C. legalRepresentation
    Indicates that one entity formally acts on behalf of another in legal matters, such as providing counsel, advocacy, or defense within a legal system.
  • D. judicialPartner
    Indicates a formal partnership or collaborative relationship between entities within a judicial or court-related context.
  • E. architectureFirm
    Indicates that one entity is an architecture firm responsible for providing architectural services or design work to another entity.
  • F. None of above. chosen

Provenance (7 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_69ab49e4749c8190813311efd1630f1b completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd5a33234819082ad49fa6594b6be completed March 7, 2026, 7:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b9aa5cc81908c2e09ce18f2e98e completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af508c28f48190afc4aa1bc3c9adf3 completed March 9, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69af5155f85081908dd4a1859d0f7907 completed March 9, 2026, 11:01 p.m.
PD Predicate disambiguation batch_69abd0bf37c0819088d28b5081ba7556 completed March 7, 2026, 7:16 a.m.
PDg Predicate description generation batch_69abd5a1cd508190a660b9a3c6b7cbcb completed March 7, 2026, 7:37 a.m.
Created at: March 6, 2026, 9:46 p.m.