Triple

T6900643

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgia Department of Revenue	`E159484`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Compliance Division of the Georgia Department of Revenue The Compliance Division of the Georgia Department of Revenue is the unit responsible for enforcing state tax laws, ensuring taxpayer compliance, and overseeing audits and collections activities within Georgia.	`E627001`	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: Compliance Division of the Georgia Department of Revenue | Statement: [Georgia Department of Revenue, hasDivision, Compliance Division of the Georgia Department of Revenue]

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

Target entity: Compliance Division of the Georgia Department of Revenue
Context triple: [Georgia Department of Revenue, hasDivision, Compliance Division of the Georgia Department of Revenue]

A. Georgia Department of Revenue
The Georgia Department of Revenue is the state agency responsible for administering tax laws, collecting state revenues, and overseeing related regulatory functions in Georgia.
B. Department of Revenue
The Department of Revenue is the Indian government ministry responsible for formulating and administering tax policies, laws, and revenue collection at the national level.
C. Compliance Division
The Compliance Division is a unit within the Guam Department of Revenue and Taxation responsible for enforcing tax laws and ensuring taxpayer adherence to regulatory requirements.
D. Office of the Commissioner of Revenue
The Office of the Commissioner of Revenue is a local tax administration agency in Arlington County responsible for assessing and overseeing various county taxes and business-related revenues.
E. IN Department of Revenue
The IN Department of Revenue is the Indiana state government agency responsible for administering and collecting state taxes and overseeing related fiscal regulations.
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: Compliance Division of the Georgia Department of Revenue
Triple: [Georgia Department of Revenue, hasDivision, Compliance Division of the Georgia Department of Revenue]

Generated description

The Compliance Division of the Georgia Department of Revenue is the unit responsible for enforcing state tax laws, ensuring taxpayer compliance, and overseeing audits and collections activities within Georgia.

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

Target entity: Compliance Division of the Georgia Department of Revenue
Target entity description: The Compliance Division of the Georgia Department of Revenue is the unit responsible for enforcing state tax laws, ensuring taxpayer compliance, and overseeing audits and collections activities within Georgia.

A. Georgia Department of Revenue
The Georgia Department of Revenue is the state agency responsible for administering tax laws, collecting state revenues, and overseeing related regulatory functions in Georgia.
B. Department of Revenue
The Department of Revenue is the Indian government ministry responsible for formulating and administering tax policies, laws, and revenue collection at the national level.
C. Compliance Division
The Compliance Division is a unit within the Guam Department of Revenue and Taxation responsible for enforcing tax laws and ensuring taxpayer adherence to regulatory requirements.
D. Office of the Commissioner of Revenue
The Office of the Commissioner of Revenue is a local tax administration agency in Arlington County responsible for assessing and overseeing various county taxes and business-related revenues.
E. IN Department of Revenue
The IN Department of Revenue is the Indiana state government agency responsible for administering and collecting state taxes and overseeing related fiscal regulations.
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_69c6883822e0819091e321526f20ae0a`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6d9603f448190bb9f963c17ca206d`	completed	March 27, 2026, 7:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c748eb23888190bca6e42dc03ab31b`	completed	March 28, 2026, 3:20 a.m.
NEDg	Description generation	`batch_69c749b9f4048190b7f8564f804e1231`	completed	March 28, 2026, 3:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69c74a8b5af88190a60782e247129d1a`	completed	March 28, 2026, 3:27 a.m.

Created at: March 27, 2026, 2:24 p.m.