Triple

T21045032

Position	Surface form	Disambiguated ID	Type / Status
Subject	Executive branch of Louisiana	`E518425`	entity
Predicate	includes	`P1393`	FINISHED
Object	Louisiana Economic Development Louisiana Economic Development is the state’s primary economic development agency, responsible for attracting investment, supporting business growth, and fostering job creation in Louisiana.	`E1463274`	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: Louisiana Economic Development | Statement: [Executive branch of Louisiana, includes, Louisiana Economic Development]

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

Target entity: Louisiana Economic Development
Context triple: [Executive branch of Louisiana, includes, Louisiana Economic Development]

A. Louisiana Department of Culture, Recreation and Tourism
The Louisiana Department of Culture, Recreation and Tourism is a state agency responsible for preserving Louisiana’s cultural heritage, promoting tourism, and overseeing parks, museums, and recreational resources across the state.
B. Louisiana Department of Treasury
The Louisiana Department of Treasury is the state agency responsible for managing Louisiana’s public funds, investments, and debt under the direction of the elected State Treasurer.
C. Louisiana Department of Revenue
The Louisiana Department of Revenue is the state agency responsible for administering and collecting Louisiana’s taxes and enforcing the state’s revenue laws.
D. Government of Louisiana
The Government of Louisiana is the state-level governing authority of Louisiana, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
E. Louisiana Department of Health
The Louisiana Department of Health is the state agency responsible for protecting public health, regulating healthcare services, and administering health-related programs for residents of Louisiana.
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: Louisiana Economic Development
Triple: [Executive branch of Louisiana, includes, Louisiana Economic Development]

Generated description

Louisiana Economic Development is the state’s primary economic development agency, responsible for attracting investment, supporting business growth, and fostering job creation in Louisiana.

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

Target entity: Louisiana Economic Development
Target entity description: Louisiana Economic Development is the state’s primary economic development agency, responsible for attracting investment, supporting business growth, and fostering job creation in Louisiana.

A. Louisiana Department of Culture, Recreation and Tourism
The Louisiana Department of Culture, Recreation and Tourism is a state agency responsible for preserving Louisiana’s cultural heritage, promoting tourism, and overseeing parks, museums, and recreational resources across the state.
B. Louisiana Department of Treasury
The Louisiana Department of Treasury is the state agency responsible for managing Louisiana’s public funds, investments, and debt under the direction of the elected State Treasurer.
C. Louisiana Department of Revenue
The Louisiana Department of Revenue is the state agency responsible for administering and collecting Louisiana’s taxes and enforcing the state’s revenue laws.
D. Government of Louisiana
The Government of Louisiana is the state-level governing authority of Louisiana, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
E. Louisiana Department of Health
The Louisiana Department of Health is the state agency responsible for protecting public health, regulating healthcare services, and administering health-related programs for residents of Louisiana.
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_69e0b50438e08190917e2538bb8bc034`	completed	April 16, 2026, 10:08 a.m.
NER	Named-entity recognition	`batch_69e6fcf2fc4881909b9e3400864e6b82`	completed	April 21, 2026, 4:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a09475512b081908ceb38a118b0f026`	completed	May 17, 2026, 4:43 a.m.
NEDg	Description generation	`batch_6a09489e80288190b401d11ccde39dc1`	completed	May 17, 2026, 4:48 a.m.
NED2	Entity disambiguation (via description)	`batch_6a094995d5bc8190b25d328dbf06b8b1`	completed	May 17, 2026, 4:52 a.m.

Created at: April 16, 2026, 2:30 p.m.