Triple

T2513864

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cedar Falls Community School District	`E52762`	entity
Predicate	jurisdiction	`P82`	FINISHED
Object	Iowa Department of Education The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.	`E275159`	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: Iowa Department of Education | Statement: [Cedar Falls Community School District, jurisdiction, Iowa Department of Education]

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

Target entity: Iowa Department of Education
Context triple: [Cedar Falls Community School District, jurisdiction, Iowa Department of Education]

A. Des Moines Independent Community School District
Des Moines Independent Community School District is a public school district in Des Moines, Iowa, best known nationally for its role in the landmark U.S. Supreme Court student free speech case Tinker v. Des Moines.
B. Government of Iowa
The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
C. Iowa City Community School District
Iowa City Community School District is a public school district serving students in and around Iowa City, Iowa, operating multiple elementary, junior high, and high schools.
D. Iowa Board of Regents system
The Iowa Board of Regents system is the governing body that oversees Iowa’s public universities and special schools, setting policy and managing their overall administration.
E. Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
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: Iowa Department of Education
Triple: [Cedar Falls Community School District, jurisdiction, Iowa Department of Education]

Generated description

The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.

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

Target entity: Iowa Department of Education
Target entity description: The Iowa Department of Education is the state agency responsible for overseeing public education, setting academic standards, and providing guidance and support to school districts across Iowa.

A. Des Moines Independent Community School District
Des Moines Independent Community School District is a public school district in Des Moines, Iowa, best known nationally for its role in the landmark U.S. Supreme Court student free speech case Tinker v. Des Moines.
B. Government of Iowa
The Government of Iowa is the state’s executive, legislative, and judicial authority responsible for administering public policy, services, and regulation within the U.S. state of Iowa.
C. Iowa City Community School District
Iowa City Community School District is a public school district serving students in and around Iowa City, Iowa, operating multiple elementary, junior high, and high schools.
D. Iowa Board of Regents system
The Iowa Board of Regents system is the governing body that oversees Iowa’s public universities and special schools, setting policy and managing their overall administration.
E. Iowa Department of Natural Resources
The Iowa Department of Natural Resources is the state agency responsible for managing Iowa’s natural resources, including state parks, wildlife, forests, and environmental protection programs.
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_69ab4958e76481908a235377dd921c9e`	completed	March 6, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69abd20c8ab0819096d6a654039beb39`	completed	March 7, 2026, 7:21 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af2b934d3c81909627a5f4d6e6ca6a`	completed	March 9, 2026, 8:20 p.m.
NEDg	Description generation	`batch_69af4fd4f2a4819094b630cef9bfd8c4`	completed	March 9, 2026, 10:55 p.m.
NED2	Entity disambiguation (via description)	`batch_69af502a3c5c819087d3e5798db53c38`	completed	March 9, 2026, 10:56 p.m.

Created at: March 6, 2026, 9:46 p.m.