Triple
T10077339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grayslake, Illinois |
E213801
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Grayslake Area Public Library District
Grayslake Area Public Library District is a public library system serving residents of Grayslake and surrounding communities in Lake County, Illinois.
|
E838431
|
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: Grayslake Area Public Library District | Statement: [Grayslake, Illinois, hasLibrary, Grayslake Area Public Library District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grayslake Area Public Library District Context triple: [Grayslake, Illinois, hasLibrary, Grayslake Area Public Library District]
-
A.
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.
-
B.
Glenview Public Library
Glenview Public Library is a community library system in Illinois that provides educational, cultural, and informational services to residents of Glenview and nearby areas.
-
C.
Oak Brook Public Library
Oak Brook Public Library is a community public library serving residents of Oak Brook, Illinois with lending materials, programs, and information services.
-
D.
Downers Grove Public Library
The Downers Grove Public Library is the main public library serving the residents of Downers Grove, Illinois with lending materials, programs, and community services.
-
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: Grayslake Area Public Library District Triple: [Grayslake, Illinois, hasLibrary, Grayslake Area Public Library District]
Generated description
Grayslake Area Public Library District is a public library system serving residents of Grayslake and surrounding communities in Lake County, Illinois.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grayslake Area Public Library District Target entity description: Grayslake Area Public Library District is a public library system serving residents of Grayslake and surrounding communities in Lake County, Illinois.
-
A.
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.
-
B.
Glenview Public Library
Glenview Public Library is a community library system in Illinois that provides educational, cultural, and informational services to residents of Glenview and nearby areas.
-
C.
Oak Brook Public Library
Oak Brook Public Library is a community public library serving residents of Oak Brook, Illinois with lending materials, programs, and information services.
-
D.
Downers Grove Public Library
The Downers Grove Public Library is the main public library serving the residents of Downers Grove, Illinois with lending materials, programs, and community services.
-
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_69ca839bf730819086900c323c9b8c95 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd02f47e08190bfeb641b202beecc |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29ad05bbc8190b103d66c9e786c86 |
completed | April 5, 2026, 5:24 p.m. |
| NEDg | Description generation | batch_69d29ba6bf6c8190a5eb9fd5f8b6fcb3 |
completed | April 5, 2026, 5:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29c7e1f0c8190890b1f4a245006a4 |
completed | April 5, 2026, 5:31 p.m. |
Created at: March 30, 2026, 8:59 p.m.