Triple

T6914698

Position	Surface form	Disambiguated ID	Type / Status
Subject	Pingree Grove, Illinois	`E160020`	entity
Predicate	hasPublicLibraryServiceFrom	`P25616`	FINISHED
Object	Gail Borden Public Library District Gail Borden Public Library District is a public library system in Illinois that provides library services, resources, and programs to residents in and around the Elgin area, including Pingree Grove.	`E628421`	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: Gail Borden Public Library District | Statement: [Pingree Grove, Illinois, hasPublicLibraryServiceFrom, Gail Borden Public Library District]

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

Target entity: Gail Borden Public Library District
Context triple: [Pingree Grove, Illinois, hasPublicLibraryServiceFrom, Gail Borden Public Library District]

A. Ella Johnson Memorial Public Library District
Ella Johnson Memorial Public Library District is a community-focused public library system serving residents in and around Hampshire, Illinois with educational, cultural, and informational resources.
B. Acorn Public Library District
Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
C. Palatine Public Library District
The Palatine Public Library District is a community-focused public library system serving residents of Palatine, Illinois and surrounding areas with educational, cultural, and informational resources.
D. Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
E. Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
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: Gail Borden Public Library District
Triple: [Pingree Grove, Illinois, hasPublicLibraryServiceFrom, Gail Borden Public Library District]

Generated description

Gail Borden Public Library District is a public library system in Illinois that provides library services, resources, and programs to residents in and around the Elgin area, including Pingree Grove.

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

Target entity: Gail Borden Public Library District
Target entity description: Gail Borden Public Library District is a public library system in Illinois that provides library services, resources, and programs to residents in and around the Elgin area, including Pingree Grove.

A. Ella Johnson Memorial Public Library District
Ella Johnson Memorial Public Library District is a community-focused public library system serving residents in and around Hampshire, Illinois with educational, cultural, and informational resources.
B. Acorn Public Library District
Acorn Public Library District is a public library system serving the community of Oak Forest, Illinois, by providing access to books, digital resources, and educational programs.
C. Palatine Public Library District
The Palatine Public Library District is a community-focused public library system serving residents of Palatine, Illinois and surrounding areas with educational, cultural, and informational resources.
D. Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
E. Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
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_69c6883ab1008190a07129ff06f625d9`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6d9dda4108190a79a7841b0658a4d`	completed	March 27, 2026, 7:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c75127b71c8190ac958a178795dcf7`	completed	March 28, 2026, 3:55 a.m.
NEDg	Description generation	`batch_69c751ebf4f48190bb206dd9c1d8bc7b`	completed	March 28, 2026, 3:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69c75264e65081908859551feaf1006c`	completed	March 28, 2026, 4 a.m.

Created at: March 27, 2026, 2:26 p.m.