Triple

T19504225
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of State E487977 entity
Predicate hasDivision P35 FINISHED
Object Bureau of Enforcement and Investigation NE NERFINISHED

How this triple was built (3 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: Bureau of Enforcement and Investigation | Statement: [Pennsylvania Department of State, hasDivision, Bureau of Enforcement and Investigation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of Enforcement and Investigation
Context triple: [Pennsylvania Department of State, hasDivision, Bureau of Enforcement and Investigation]
  • A. Investigation and Enforcement Department
    The Investigation and Enforcement Department is a specialized unit of the Kenya Revenue Authority responsible for probing tax-related offences and enforcing compliance with tax laws.
  • B. Directorate of Enforcement
    The Directorate of Enforcement is a specialized law enforcement and economic intelligence agency of the Government of India responsible for investigating and prosecuting violations related to foreign exchange and money laundering laws.
  • C. Bureau of Enforcement, Investigations, and Compliance
    The Bureau of Enforcement, Investigations, and Compliance is the enforcement arm of the U.S. Federal Maritime Commission responsible for investigating potential violations of maritime laws and ensuring regulatory compliance in the international ocean shipping industry.
  • D. Bureau of Investigation
    The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
  • E. Office of Enforcement Operations
    The Office of Enforcement Operations is a component of the U.S. Department of Justice that oversees and supports complex criminal investigations and prosecutions, particularly those involving sensitive law enforcement techniques and national security matters.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of Enforcement and Investigation
Target entity description: The Bureau of Enforcement and Investigation is a regulatory and investigative division that enforces professional licensing laws and conducts inspections and investigations under the authority of the Pennsylvania Department of State.
  • A. Investigation and Enforcement Department
    The Investigation and Enforcement Department is a specialized unit of the Kenya Revenue Authority responsible for probing tax-related offences and enforcing compliance with tax laws.
  • B. Directorate of Enforcement
    The Directorate of Enforcement is a specialized law enforcement and economic intelligence agency of the Government of India responsible for investigating and prosecuting violations related to foreign exchange and money laundering laws.
  • C. Bureau of Enforcement, Investigations, and Compliance
    The Bureau of Enforcement, Investigations, and Compliance is the enforcement arm of the U.S. Federal Maritime Commission responsible for investigating potential violations of maritime laws and ensuring regulatory compliance in the international ocean shipping industry.
  • D. Bureau of Investigation
    The Bureau of Investigation is a fictional early federal law enforcement agency in the video game Red Dead Redemption, depicted as a precursor to the modern FBI that coerces outlaw John Marston into hunting down his former gang.
  • E. Office of Enforcement Operations
    The Office of Enforcement Operations is a component of the U.S. Department of Justice that oversees and supports complex criminal investigations and prosecutions, particularly those involving sensitive law enforcement techniques and national security matters.
  • F. None of above. chosen

Provenance (2 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e635105db8819084915dc2d047188d completed April 20, 2026, 2:15 p.m.
Created at: April 10, 2026, 1:40 p.m.