Triple

T6209544

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kathleen Blanco	`E138830`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Louisiana Public Service Commissioner The Louisiana Public Service Commissioner is an elected state official responsible for regulating public utilities and certain transportation services in Louisiana, overseeing rates, service quality, and consumer protection.	`E575380`	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 Public Service Commissioner | Statement: [Kathleen Blanco, positionHeld, Louisiana Public Service Commissioner]

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

Target entity: Louisiana Public Service Commissioner
Context triple: [Kathleen Blanco, positionHeld, Louisiana Public Service Commissioner]

A. Commissioner of Insurance of Louisiana
The Commissioner of Insurance of Louisiana is the statewide elected official responsible for regulating the insurance industry and enforcing insurance laws in Louisiana.
B. Mississippi Public Service Commission
The Mississippi Public Service Commission is a state regulatory agency that oversees and sets policies for public utilities and services in Mississippi, including electricity providers.
C. State Treasurer of Louisiana
The State Treasurer of Louisiana is the elected official responsible for managing the state's finances, including overseeing investments, state funds, and debt.
D. Secretary of State of Louisiana
The Secretary of State of Louisiana is the statewide elected official responsible for overseeing elections, maintaining public records and business registrations, and managing various administrative functions of the state government.
E. Lieutenant Governor of Louisiana
The Lieutenant Governor of Louisiana is the state's second-highest executive official, who presides over the Department of Culture, Recreation and Tourism and is first in the line of succession to the governor.
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 Public Service Commissioner
Triple: [Kathleen Blanco, positionHeld, Louisiana Public Service Commissioner]

Generated description

The Louisiana Public Service Commissioner is an elected state official responsible for regulating public utilities and certain transportation services in Louisiana, overseeing rates, service quality, and consumer protection.

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

Target entity: Louisiana Public Service Commissioner
Target entity description: The Louisiana Public Service Commissioner is an elected state official responsible for regulating public utilities and certain transportation services in Louisiana, overseeing rates, service quality, and consumer protection.

A. Commissioner of Insurance of Louisiana
The Commissioner of Insurance of Louisiana is the statewide elected official responsible for regulating the insurance industry and enforcing insurance laws in Louisiana.
B. Mississippi Public Service Commission
The Mississippi Public Service Commission is a state regulatory agency that oversees and sets policies for public utilities and services in Mississippi, including electricity providers.
C. State Treasurer of Louisiana
The State Treasurer of Louisiana is the elected official responsible for managing the state's finances, including overseeing investments, state funds, and debt.
D. Secretary of State of Louisiana
The Secretary of State of Louisiana is the statewide elected official responsible for overseeing elections, maintaining public records and business registrations, and managing various administrative functions of the state government.
E. Lieutenant Governor of Louisiana
The Lieutenant Governor of Louisiana is the state's second-highest executive official, who presides over the Department of Culture, Recreation and Tourism and is first in the line of succession to the governor.
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_69c008ada364819096c9e92c74d639b5`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0628850bc819080a26c5e05a1d29f`	completed	March 22, 2026, 9:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c16f52829c81909bdd422cbb1eabf4`	completed	March 23, 2026, 4:50 p.m.
NEDg	Description generation	`batch_69c1d2bc0c448190b1ae105212f5c933`	completed	March 23, 2026, 11:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69c1d33e93e48190a0962f69e7601160`	completed	March 23, 2026, 11:56 p.m.

Created at: March 22, 2026, 4:21 p.m.