Triple

T3807217
Position Surface form Disambiguated ID Type / Status
Subject Government of Michigan E93035 entity
Predicate hasTaxAuthority P13245 FINISHED
Object Michigan Department of Treasury
The Michigan Department of Treasury is the state agency responsible for managing Michigan’s finances, including tax collection, revenue administration, and oversight of public funds and investments.
E390018 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: Michigan Department of Treasury | Statement: [Government of Michigan, hasTaxAuthority, Michigan Department of Treasury]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michigan Department of Treasury
Context triple: [Government of Michigan, hasTaxAuthority, Michigan Department of Treasury]
  • A. government of Michigan
    The government of Michigan is the state-level governing body of Michigan, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • B. Michigan Department of Natural Resources
    The Michigan Department of Natural Resources is a state agency responsible for conserving and managing Michigan’s natural resources, state parks, wildlife, and outdoor recreation.
  • C. Michigan Department of Transportation
    The Michigan Department of Transportation is the state government agency responsible for planning, building, and maintaining Michigan’s transportation infrastructure, including its highways, bridges, and public transit systems.
  • D. Michigan Department of Environmental Quality
    The Michigan Department of Environmental Quality is a state agency responsible for regulating and protecting Michigan’s natural resources and public health through environmental oversight and enforcement.
  • E. Indiana Department of Revenue
    The Indiana Department of Revenue is the state agency responsible for administering and enforcing Indiana’s tax laws, collecting revenues, and providing taxpayer services.
  • 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: Michigan Department of Treasury
Triple: [Government of Michigan, hasTaxAuthority, Michigan Department of Treasury]
Generated description
The Michigan Department of Treasury is the state agency responsible for managing Michigan’s finances, including tax collection, revenue administration, and oversight of public funds and investments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michigan Department of Treasury
Target entity description: The Michigan Department of Treasury is the state agency responsible for managing Michigan’s finances, including tax collection, revenue administration, and oversight of public funds and investments.
  • A. government of Michigan
    The government of Michigan is the state-level governing body of Michigan, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • B. Michigan Department of Natural Resources
    The Michigan Department of Natural Resources is a state agency responsible for conserving and managing Michigan’s natural resources, state parks, wildlife, and outdoor recreation.
  • C. Michigan Department of Transportation
    The Michigan Department of Transportation is the state government agency responsible for planning, building, and maintaining Michigan’s transportation infrastructure, including its highways, bridges, and public transit systems.
  • D. Michigan Department of Environmental Quality
    The Michigan Department of Environmental Quality is a state agency responsible for regulating and protecting Michigan’s natural resources and public health through environmental oversight and enforcement.
  • E. Indiana Department of Revenue
    The Indiana Department of Revenue is the state agency responsible for administering and enforcing Indiana’s tax laws, collecting revenues, and providing taxpayer services.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTaxAuthority
Context triple: [Government of Michigan, hasTaxAuthority, Michigan Department of Treasury]
  • A. taxAuthority chosen
    Indicates that an entity serves as the official body responsible for assessing, collecting, and enforcing taxes over another entity or within a jurisdiction.
  • B. hasTaxPolicyResponsibility
    Indicates that an entity holds authority or duty for creating, managing, or overseeing tax-related policies for another entity or jurisdiction.
  • C. hasPostalAuthority
    Indicates that an entity possesses official authority or jurisdiction over postal services or mail operations for a given area or context.
  • D. hasLegalAuthorityFrom
    Indicates that one entity possesses formal legal power, rights, or authorization that originates from or is granted by another entity.
  • E. hasMetropolitanAuthorityOver
    Indicates that one entity holds official governing or administrative authority over a metropolitan area or region associated with another entity.
  • F. None of above.

Provenance (6 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_69aed96a60088190ab1df8390fffc935 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aee8db8a288190afd1e3b9dcf02e97 completed March 9, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb2d7be48190a041e59b706751a4 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fc463bf48190b604d478f2c3e477 completed March 14, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_69b4fcb59c148190b2b574c787473896 completed March 14, 2026, 6:14 a.m.
PD Predicate disambiguation batch_69aee7461abc8190945716f4b93e1a18 completed March 9, 2026, 3:29 p.m.
Created at: March 9, 2026, 3:16 p.m.