Triple

T16962266

Position	Surface form	Disambiguated ID	Type / Status
Subject	Indiana Economic Development Corporation	`E411457`	entity
Predicate	replaces	`P101`	FINISHED
Object	Indiana Department of Commerce The Indiana Department of Commerce was a former state agency responsible for promoting economic development, business growth, and job creation in Indiana before being succeeded by the Indiana Economic Development Corporation.	`E1244821`	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: Indiana Department of Commerce | Statement: [Indiana Economic Development Corporation, replaces, Indiana Department of Commerce]

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

Target entity: Indiana Department of Commerce
Context triple: [Indiana Economic Development Corporation, replaces, Indiana Department of Commerce]

A. Indiana Department of Administration
The Indiana Department of Administration is a state agency that provides centralized support services—such as procurement, facilities management, and administrative oversight—for other government departments in Indiana.
B. 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.
C. Indiana State Department of Agriculture
The Indiana State Department of Agriculture is the state agency responsible for supporting and promoting Indiana’s agricultural industry, natural resources, and related economic development.
D. Indiana Department of Workforce Development
The Indiana Department of Workforce Development is a state agency responsible for administering employment services, job training programs, and unemployment insurance to support Indiana’s workforce and employers.
E. Indiana Department of Labor
The Indiana Department of Labor is a state agency responsible for enforcing workplace safety, wage, and labor standards across Indiana.
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: Indiana Department of Commerce
Triple: [Indiana Economic Development Corporation, replaces, Indiana Department of Commerce]

Generated description

The Indiana Department of Commerce was a former state agency responsible for promoting economic development, business growth, and job creation in Indiana before being succeeded by the Indiana Economic Development Corporation.

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

Target entity: Indiana Department of Commerce
Target entity description: The Indiana Department of Commerce was a former state agency responsible for promoting economic development, business growth, and job creation in Indiana before being succeeded by the Indiana Economic Development Corporation.

A. Indiana Department of Administration
The Indiana Department of Administration is a state agency that provides centralized support services—such as procurement, facilities management, and administrative oversight—for other government departments in Indiana.
B. 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.
C. Indiana State Department of Agriculture
The Indiana State Department of Agriculture is the state agency responsible for supporting and promoting Indiana’s agricultural industry, natural resources, and related economic development.
D. Indiana Department of Workforce Development
The Indiana Department of Workforce Development is a state agency responsible for administering employment services, job training programs, and unemployment insurance to support Indiana’s workforce and employers.
E. Indiana Department of Labor
The Indiana Department of Labor is a state agency responsible for enforcing workplace safety, wage, and labor standards across Indiana.
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_69d886c9c9d481909afe222093641cae`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d021c5508190b6e3106554c07a9c`	completed	April 18, 2026, 6:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00dc09386c819088bdb2548f3fb5c8`	completed	May 10, 2026, 7:27 p.m.
NEDg	Description generation	`batch_6a0114d33cac819083d8e542ea5bc274`	completed	May 10, 2026, 11:29 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0115c967b0819088e2335fd45d755b`	completed	May 10, 2026, 11:33 p.m.

Created at: April 10, 2026, 5:31 a.m.