Triple

T8009327

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brooke Lierman	`E186442`	entity
Predicate	hasJurisdictionOver	`P808`	FINISHED
Object	Maryland state tax administration Maryland state tax administration is the state-level system responsible for assessing, collecting, and enforcing Maryland’s taxes and related fiscal regulations.	`E707282`	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 state tax administration | Statement: [Brooke Lierman, hasJurisdictionOver, Maryland state tax administration]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Maryland state tax administration
Context triple: [Brooke Lierman, hasJurisdictionOver, Maryland state tax administration]

A. 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.
B. 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.
C. Government of Maryland
The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
D. 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.
E. 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.
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 state tax administration
Triple: [Brooke Lierman, hasJurisdictionOver, Maryland state tax administration]

Generated description

Maryland state tax administration is the state-level system responsible for assessing, collecting, and enforcing Maryland’s taxes and related fiscal regulations.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Maryland state tax administration
Target entity description: Maryland state tax administration is the state-level system responsible for assessing, collecting, and enforcing Maryland’s taxes and related fiscal regulations.

A. 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.
B. 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.
C. Government of Maryland
The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
D. 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.
E. 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.
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_69ca82abaffc8190ab8af79cdbc31ab3`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3d6f76408190a1312369521a187a`	completed	March 31, 2026, 3:20 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cc569e90d48190a1bf1495496017f8`	completed	March 31, 2026, 11:19 p.m.
NEDg	Description generation	`batch_69cc58a8f3d08190bec84dc1ba3b5b84`	completed	March 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc5cb791b48190bd5004b518d23f84`	completed	March 31, 2026, 11:45 p.m.

Created at: March 30, 2026, 5:19 p.m.