Triple
T1780076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naperville, Illinois |
E39269
|
entity |
| Predicate | hasLibrarySystem |
P35
|
FINISHED |
| Object |
Naperville Public Library
Naperville Public Library is the public library system serving the residents of Naperville, Illinois, offering books, digital resources, and community programs across multiple branches.
|
E201749
|
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: Naperville Public Library | Statement: [Naperville, Illinois, hasLibrarySystem, Naperville Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naperville Public Library Context triple: [Naperville, Illinois, hasLibrarySystem, Naperville Public Library]
-
A.
Arlington Heights Memorial Library
Arlington Heights Memorial Library is the public library serving the community of Arlington Heights, Illinois, providing access to books, digital resources, and educational programs.
-
B.
Niles-Maine District Library
The Niles-Maine District Library is a public library serving the residents of Niles and surrounding Maine Township communities in Illinois with lending, educational, and community services.
-
C.
Rolling Meadows Library
Rolling Meadows Library is the public library serving the community of Rolling Meadows, Illinois, providing residents with access to books, media, programs, and other educational resources.
-
D.
Skokie Public Library
Skokie Public Library is a major public library serving the village of Skokie, Illinois, offering extensive collections, community programs, and educational resources.
-
E.
Westmont Public Library
Westmont Public Library is a community library in Westmont, Illinois that provides residents with access to books, digital resources, educational programs, and public services.
- 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: Naperville Public Library Triple: [Naperville, Illinois, hasLibrarySystem, Naperville Public Library]
Generated description
Naperville Public Library is the public library system serving the residents of Naperville, Illinois, offering books, digital resources, and community programs across multiple branches.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naperville Public Library Target entity description: Naperville Public Library is the public library system serving the residents of Naperville, Illinois, offering books, digital resources, and community programs across multiple branches.
-
A.
Arlington Heights Memorial Library
Arlington Heights Memorial Library is the public library serving the community of Arlington Heights, Illinois, providing access to books, digital resources, and educational programs.
-
B.
Niles-Maine District Library
The Niles-Maine District Library is a public library serving the residents of Niles and surrounding Maine Township communities in Illinois with lending, educational, and community services.
-
C.
Rolling Meadows Library
Rolling Meadows Library is the public library serving the community of Rolling Meadows, Illinois, providing residents with access to books, media, programs, and other educational resources.
-
D.
Skokie Public Library
Skokie Public Library is a major public library serving the village of Skokie, Illinois, offering extensive collections, community programs, and educational resources.
-
E.
Westmont Public Library
Westmont Public Library is a community library in Westmont, Illinois that provides residents with access to books, digital resources, educational programs, and public services.
- 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_69a88630519c8190a17addd83c4a3ef4 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64e07bd081908e442c1004cdad61 |
completed | March 6, 2026, 5:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5cbefec8190940cf2a4f692394e |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb8b3c0a48190bf5f3a32d8862c54 |
completed | March 8, 2026, 5:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb97b8c8081909a806d16efd5882b |
completed | March 8, 2026, 6:01 p.m. |
Created at: March 4, 2026, 7:31 p.m.