Triple

T8821429
Position Surface form Disambiguated ID Type / Status
Subject Colorado Department of State E209911 entity
Predicate hasPart P35 FINISHED
Object Lobbyist Registration program of the Colorado Department of State
The Lobbyist Registration program of the Colorado Department of State is a regulatory system that registers and tracks lobbyists’ activities to promote transparency and public disclosure in Colorado’s governmental decision-making processes.
E759731 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: Lobbyist Registration program of the Colorado Department of State | Statement: [Colorado Department of State, hasPart, Lobbyist Registration program of the Colorado Department of State]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lobbyist Registration program of the Colorado Department of State
Context triple: [Colorado Department of State, hasPart, Lobbyist Registration program of the Colorado Department of State]
  • A. Office of the Registrar of Consultant Lobbyists
    The Office of the Registrar of Consultant Lobbyists is a UK regulatory body responsible for maintaining a statutory register of consultant lobbyists and ensuring transparency in lobbying activities directed at government.
  • B. Registrar of Consultant Lobbyists
    The Registrar of Consultant Lobbyists is the UK official responsible for overseeing and enforcing the statutory register of consultant lobbyists to ensure transparency in lobbying activities.
  • C. National Popular Vote Interstate Compact
    The National Popular Vote Interstate Compact is an agreement among U.S. states to award their electoral votes to the presidential candidate who wins the national popular vote, effectively seeking to ensure the presidency goes to the popular vote winner without abolishing the Electoral College.
  • D. Colorado Amendment 2
    Colorado Amendment 2 was a 1992 Colorado state constitutional amendment that sought to prohibit any law protecting individuals from discrimination based on sexual orientation, later struck down by the U.S. Supreme Court as unconstitutional.
  • E. Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014
    The Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014 is a UK law that regulates lobbying activities, spending by non-party campaigners at elections, and certain aspects of trade union administration to increase openness and accountability in political influence.
  • 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: Lobbyist Registration program of the Colorado Department of State
Triple: [Colorado Department of State, hasPart, Lobbyist Registration program of the Colorado Department of State]
Generated description
The Lobbyist Registration program of the Colorado Department of State is a regulatory system that registers and tracks lobbyists’ activities to promote transparency and public disclosure in Colorado’s governmental decision-making processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lobbyist Registration program of the Colorado Department of State
Target entity description: The Lobbyist Registration program of the Colorado Department of State is a regulatory system that registers and tracks lobbyists’ activities to promote transparency and public disclosure in Colorado’s governmental decision-making processes.
  • A. Office of the Registrar of Consultant Lobbyists
    The Office of the Registrar of Consultant Lobbyists is a UK regulatory body responsible for maintaining a statutory register of consultant lobbyists and ensuring transparency in lobbying activities directed at government.
  • B. Registrar of Consultant Lobbyists
    The Registrar of Consultant Lobbyists is the UK official responsible for overseeing and enforcing the statutory register of consultant lobbyists to ensure transparency in lobbying activities.
  • C. National Popular Vote Interstate Compact
    The National Popular Vote Interstate Compact is an agreement among U.S. states to award their electoral votes to the presidential candidate who wins the national popular vote, effectively seeking to ensure the presidency goes to the popular vote winner without abolishing the Electoral College.
  • D. Colorado Amendment 2
    Colorado Amendment 2 was a 1992 Colorado state constitutional amendment that sought to prohibit any law protecting individuals from discrimination based on sexual orientation, later struck down by the U.S. Supreme Court as unconstitutional.
  • E. Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014
    The Transparency of Lobbying, Non-Party Campaigning and Trade Union Administration Act 2014 is a UK law that regulates lobbying activities, spending by non-party campaigners at elections, and certain aspects of trade union administration to increase openness and accountability in political influence.
  • 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_69ca8364e13081909c85fe80f44fe86f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc601126248190b6f10c22f1aeac9a completed April 1, 2026, midnight
NED1 Entity disambiguation (via context triple) batch_69cf6fd064208190b1c8e1e1848763d2 completed April 3, 2026, 7:44 a.m.
NEDg Description generation batch_69cf71e0bd14819089a9667d573f2295 completed April 3, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69cf743758c881909eecaf9bdbb047e5 completed April 3, 2026, 8:03 a.m.
Created at: March 30, 2026, 6:46 p.m.