Triple

T13244377

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wisconsin Department of Public Instruction	`E315359`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Wisconsin public library systems Wisconsin public library systems are regional networks of public libraries across the state that coordinate services, resource sharing, and support for local libraries to improve access to information and library programs for Wisconsin residents.	`E1028272`	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: Wisconsin public library systems | Statement: [Wisconsin Department of Public Instruction, collaboratesWith, Wisconsin public library systems]

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

Target entity: Wisconsin public library systems
Context triple: [Wisconsin Department of Public Instruction, collaboratesWith, Wisconsin public library systems]

A. Madison Public Library
Madison Public Library is the public library serving the community of Madison, New Jersey, providing residents with access to books, media, and educational resources.
B. Michigan State Library
The Michigan State Library is the official state library of Michigan, providing research support, information services, and archival resources to state government, libraries, and the public.
C. Fond du Lac Public Library
Fond du Lac Public Library is a community library in Fond du Lac, Wisconsin, offering lending services, educational programs, and public resources to local residents.
D. Sun Prairie Public Library
Sun Prairie Public Library is the main public library serving the community of Sun Prairie, Wisconsin, providing access to books, digital resources, and educational programs for residents.
E. Waukegan Public Library
Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community 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: Wisconsin public library systems
Triple: [Wisconsin Department of Public Instruction, collaboratesWith, Wisconsin public library systems]

Generated description

Wisconsin public library systems are regional networks of public libraries across the state that coordinate services, resource sharing, and support for local libraries to improve access to information and library programs for Wisconsin residents.

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

Target entity: Wisconsin public library systems
Target entity description: Wisconsin public library systems are regional networks of public libraries across the state that coordinate services, resource sharing, and support for local libraries to improve access to information and library programs for Wisconsin residents.

A. Madison Public Library
Madison Public Library is the public library serving the community of Madison, New Jersey, providing residents with access to books, media, and educational resources.
B. Michigan State Library
The Michigan State Library is the official state library of Michigan, providing research support, information services, and archival resources to state government, libraries, and the public.
C. Fond du Lac Public Library
Fond du Lac Public Library is a community library in Fond du Lac, Wisconsin, offering lending services, educational programs, and public resources to local residents.
D. Sun Prairie Public Library
Sun Prairie Public Library is the main public library serving the community of Sun Prairie, Wisconsin, providing access to books, digital resources, and educational programs for residents.
E. Waukegan Public Library
Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community 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_69d806b1072881909e46bd212259c5f0`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d98d5b06148190a44e698bbe5cd529`	completed	April 10, 2026, 11:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6ff3600388190a7f61370f54d5e63`	completed	May 3, 2026, 7:54 a.m.
NEDg	Description generation	`batch_69f6ffeec1e8819090e1917fc6449ede`	completed	May 3, 2026, 7:57 a.m.
NED2	Entity disambiguation (via description)	`batch_69f7017d8d308190bb54958764026325`	completed	May 3, 2026, 8:04 a.m.

Created at: April 9, 2026, 9:23 p.m.