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.