Triple
T18919584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DeKalb, Illinois |
E462810
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
DeKalb Public Library
DeKalb Public Library is a community library in DeKalb, Illinois, providing residents with access to books, digital resources, and educational programs.
|
E1349960
|
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: DeKalb Public Library | Statement: [DeKalb, Illinois, hasPublicLibrary, DeKalb Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DeKalb Public Library Context triple: [DeKalb, Illinois, hasPublicLibrary, DeKalb Public Library]
-
A.
Chicago Ridge Public Library
Chicago Ridge Public Library is the public library serving the residents of Chicago Ridge, Illinois, providing access to books, media, technology, and community programs.
-
B.
Kress Family Branch Library
Kress Family Branch Library is a public library branch serving the community of De Pere, Wisconsin.
-
C.
Oak Park Library
Oak Park Library is a public branch library serving the community within the Johnson County Library system.
-
D.
Elmhurst Public Library
Elmhurst Public Library is the main public library serving the community of Elmhurst, Illinois, offering lending services, educational programs, and community resources.
-
E.
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.
- 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: DeKalb Public Library Triple: [DeKalb, Illinois, hasPublicLibrary, DeKalb Public Library]
Generated description
DeKalb Public Library is a community library in DeKalb, Illinois, providing residents with access to books, digital resources, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DeKalb Public Library Target entity description: DeKalb Public Library is a community library in DeKalb, Illinois, providing residents with access to books, digital resources, and educational programs.
-
A.
Chicago Ridge Public Library
Chicago Ridge Public Library is the public library serving the residents of Chicago Ridge, Illinois, providing access to books, media, technology, and community programs.
-
B.
Kress Family Branch Library
Kress Family Branch Library is a public library branch serving the community of De Pere, Wisconsin.
-
C.
Oak Park Library
Oak Park Library is a public branch library serving the community within the Johnson County Library system.
-
D.
Elmhurst Public Library
Elmhurst Public Library is the main public library serving the community of Elmhurst, Illinois, offering lending services, educational programs, and community resources.
-
E.
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.
- 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_69d8dcfdbbb881909964fa5a75bd0b48 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c62a264c81909f6d5df841486efc |
completed | April 20, 2026, 6:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0591165cbc8190a0aafbd6611c8095 |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a05965ab9a081909e430d9bef63c820 |
completed | May 14, 2026, 9:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0596c2ee4c8190b3b4db9afa4d1bed |
completed | May 14, 2026, 9:32 a.m. |
Created at: April 10, 2026, 11:59 a.m.