Triple

T22191553
Position Surface form Disambiguated ID Type / Status
Subject California Business and Professions Code E548437 entity
Predicate citationAbbreviation P43 FINISHED
Object Bus. & Prof. Code
Bus. & Prof. Code is the standard legal citation abbreviation for the California Business and Professions Code, which governs professional licensing and business practices in the state.
 E1524720 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: Bus. & Prof. Code | Statement: [California Business and Professions Code, citationAbbreviation, Bus. & Prof. Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bus. & Prof. Code
Context triple: [California Business and Professions Code, citationAbbreviation, Bus. & Prof. Code]
  • A. Rules of Professional Conduct
    The Rules of Professional Conduct are a set of ethical and professional standards that govern the behavior and responsibilities of attorneys in Connecticut.
  • B. Rules of Professional Conduct
    The Rules of Professional Conduct are the ethical and professional standards that govern the behavior and responsibilities of attorneys licensed by the District of Columbia Bar.
  • C. Rules of Professional Conduct
    The Rules of Professional Conduct are a set of ethical and professional standards that regulate the behavior and responsibilities of attorneys in the practice of law.
  • D. Board on Professional Responsibility
    The Board on Professional Responsibility is a disciplinary body within the District of Columbia Bar that oversees and adjudicates matters of attorney ethics and professional conduct.
  • E. Code of Professional Responsibility and Accountability
    The Code of Professional Responsibility and Accountability is the primary set of ethical rules and standards governing the conduct, duties, and discipline of lawyers in the Philippine Bar.
  • 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: Bus. & Prof. Code
Triple: [California Business and Professions Code, citationAbbreviation, Bus. & Prof. Code]
Generated description
Bus. & Prof. Code is the standard legal citation abbreviation for the California Business and Professions Code, which governs professional licensing and business practices in the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bus. & Prof. Code
Target entity description: Bus. & Prof. Code is the standard legal citation abbreviation for the California Business and Professions Code, which governs professional licensing and business practices in the state.
  • A. Rules of Professional Conduct
    The Rules of Professional Conduct are a set of ethical and professional standards that govern the behavior and responsibilities of attorneys in Connecticut.
  • B. Rules of Professional Conduct
    The Rules of Professional Conduct are the ethical and professional standards that govern the behavior and responsibilities of attorneys licensed by the District of Columbia Bar.
  • C. Rules of Professional Conduct
    The Rules of Professional Conduct are a set of ethical and professional standards that regulate the behavior and responsibilities of attorneys in the practice of law.
  • D. Board on Professional Responsibility
    The Board on Professional Responsibility is a disciplinary body within the District of Columbia Bar that oversees and adjudicates matters of attorney ethics and professional conduct.
  • E. Code of Professional Responsibility and Accountability
    The Code of Professional Responsibility and Accountability is the primary set of ethical rules and standards governing the conduct, duties, and discipline of lawyers in the Philippine Bar.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae3e8148190a23decd2dfe24e28 completed April 28, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa60c29608190afef2bcae36e4c12 completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa73b63008190955cdfc17063c405 completed May 18, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa7ab0d108190a907cba7075bddd8 completed May 18, 2026, 5:46 a.m.
Created at: April 16, 2026, 8:35 p.m.