Triple

T9847748

Position	Surface form	Disambiguated ID	Type / Status
Subject	Little Arkansas River	`E239384`	entity
Predicate	monitoredBy	`P752`	FINISHED
Object	Kansas Department of Health and Environment The Kansas Department of Health and Environment is the state agency responsible for protecting public health and the environment in Kansas through regulation, monitoring, and public health programs.	`E824191`	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: Kansas Department of Health and Environment | Statement: [Little Arkansas River, monitoredBy, Kansas Department of Health and Environment]

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

Target entity: Kansas Department of Health and Environment
Context triple: [Little Arkansas River, monitoredBy, Kansas Department of Health and Environment]

A. Kansas Department of Administration
The Kansas Department of Administration is a state government agency responsible for providing centralized administrative, financial, and operational support services to Kansas’s executive branch agencies.
B. Colorado Department of Public Health and Environment
The Colorado Department of Public Health and Environment is the state agency responsible for protecting public health and the environment in Colorado through regulation, monitoring, and community programs.
C. Kansas Department of Labor
The Kansas Department of Labor is a state agency responsible for administering labor laws, workplace safety regulations, unemployment insurance, and employment services in Kansas.
D. Nebraska Department of Environmental Quality
The Nebraska Department of Environmental Quality is the state agency responsible for protecting Nebraska’s air, land, and water resources through environmental regulation, permitting, and enforcement.
E. Enterprise, Kansas
Enterprise, Kansas is a small rural city in central Kansas known for its agricultural community and proximity to the larger city of Abilene.
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: Kansas Department of Health and Environment
Triple: [Little Arkansas River, monitoredBy, Kansas Department of Health and Environment]

Generated description

The Kansas Department of Health and Environment is the state agency responsible for protecting public health and the environment in Kansas through regulation, monitoring, and public health programs.

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

Target entity: Kansas Department of Health and Environment
Target entity description: The Kansas Department of Health and Environment is the state agency responsible for protecting public health and the environment in Kansas through regulation, monitoring, and public health programs.

A. Kansas Department of Administration
The Kansas Department of Administration is a state government agency responsible for providing centralized administrative, financial, and operational support services to Kansas’s executive branch agencies.
B. Colorado Department of Public Health and Environment
The Colorado Department of Public Health and Environment is the state agency responsible for protecting public health and the environment in Colorado through regulation, monitoring, and community programs.
C. Kansas Department of Labor
The Kansas Department of Labor is a state agency responsible for administering labor laws, workplace safety regulations, unemployment insurance, and employment services in Kansas.
D. Nebraska Department of Environmental Quality
The Nebraska Department of Environmental Quality is the state agency responsible for protecting Nebraska’s air, land, and water resources through environmental regulation, permitting, and enforcement.
E. Enterprise, Kansas
Enterprise, Kansas is a small rural city in central Kansas known for its agricultural community and proximity to the larger city of Abilene.
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_69ca84e4fdc08190a624425bcef98665`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdb362d81081908f41cc25baca5fda`	completed	April 2, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1d5e6279c8190adb7e79ac1161bfa`	completed	April 5, 2026, 3:24 a.m.
NEDg	Description generation	`batch_69d1d6917f0081908b2c82a826873faf`	completed	April 5, 2026, 3:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1d73452b48190ac3a0d6498a9a641`	completed	April 5, 2026, 3:29 a.m.

Created at: March 30, 2026, 8:34 p.m.