Triple

T1285464
Position Surface form Disambiguated ID Type / Status
Subject Comptroller of Maryland E27423 entity
Predicate oversees P46 FINISHED
Object Maryland’s Bureau of Revenue Estimates
Maryland’s Bureau of Revenue Estimates is a state agency that analyzes economic conditions and forecasts tax revenues to guide Maryland’s budget and fiscal policy decisions.
E28278 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: Maryland’s Bureau of Revenue Estimates | Statement: [Comptroller of Maryland, oversees, Maryland’s Bureau of Revenue Estimates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maryland’s Bureau of Revenue Estimates
Context triple: [Comptroller of Maryland, oversees, Maryland’s Bureau of Revenue Estimates]
  • A. Maryland Department of Budget and Management
    The Maryland Department of Budget and Management is a state agency responsible for developing Maryland’s budget, overseeing fiscal policy, and managing human resources and other administrative services for the state government.
  • B. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • C. Maryland Department of General Services
    The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support services.
  • D. Maryland Department of Commerce
    The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
  • E. District of Columbia Office of Tax and Revenue
    The District of Columbia Office of Tax and Revenue is the municipal agency responsible for administering and collecting taxes, enforcing tax laws, and managing revenue for Washington, D.C.
  • 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: Maryland’s Bureau of Revenue Estimates
Triple: [Comptroller of Maryland, oversees, Maryland’s Bureau of Revenue Estimates]
Generated description
Maryland’s Bureau of Revenue Estimates is a state agency that analyzes economic conditions and forecasts tax revenues to guide Maryland’s budget and fiscal policy decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maryland’s Bureau of Revenue Estimates
Target entity description: Maryland’s Bureau of Revenue Estimates is a state agency that analyzes economic conditions and forecasts tax revenues to guide Maryland’s budget and fiscal policy decisions.
  • A. Maryland Department of Budget and Management chosen
    The Maryland Department of Budget and Management is a state agency responsible for developing Maryland’s budget, overseeing fiscal policy, and managing human resources and other administrative services for the state government.
  • B. Maryland Division of Administrative Services
    The Maryland Division of Administrative Services is a unit within the state’s public safety and corrections system that provides administrative, operational, and support functions to facilitate the effective management of correctional and public safety programs.
  • C. Maryland Department of General Services
    The Maryland Department of General Services is a state agency responsible for managing and maintaining Maryland’s government facilities, real estate, and related support services.
  • D. Maryland Department of Commerce
    The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.
  • E. District of Columbia Office of Tax and Revenue
    The District of Columbia Office of Tax and Revenue is the municipal agency responsible for administering and collecting taxes, enforcing tax laws, and managing revenue for Washington, D.C.
  • F. None of above.

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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0b6dda48190a2e79084adea6ec1 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69aca3004b648190a4148b0421699bf9 completed March 7, 2026, 10:13 p.m.
NEDg Description generation batch_69aca3a539848190a17e8bd578bc237a completed March 7, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69aca4158bbc8190bd1f5799715e3e4c completed March 7, 2026, 10:17 p.m.
Created at: March 1, 2026, 7:51 p.m.