Triple
T2869681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Champaign, Illinois |
E63527
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Champaign Public Library
Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information resources.
|
E306085
|
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: Champaign Public Library | Statement: [Champaign, Illinois, hasLibrary, Champaign Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Champaign Public Library Context triple: [Champaign, Illinois, hasLibrary, Champaign Public Library]
-
A.
Urbana Free Library
The Urbana Free Library is a public library in Urbana, Illinois, offering lending collections, research resources, and community programs to local residents.
-
B.
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.
-
C.
Indian Prairie Public Library District
The Indian Prairie Public Library District is a suburban Illinois library system serving residents of Darien and surrounding communities with lending materials, programs, and community services.
-
D.
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.
-
E.
Itasca Community Library
Itasca Community Library is a public library serving the residents of Itasca, Illinois with lending materials, programs, and community 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: Champaign Public Library Triple: [Champaign, Illinois, hasLibrary, Champaign Public Library]
Generated description
Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Champaign Public Library Target entity description: Champaign Public Library is the main public library serving the residents of Champaign, Illinois, offering lending services, community programs, and access to information resources.
-
A.
Urbana Free Library
The Urbana Free Library is a public library in Urbana, Illinois, offering lending collections, research resources, and community programs to local residents.
-
B.
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.
-
C.
Indian Prairie Public Library District
The Indian Prairie Public Library District is a suburban Illinois library system serving residents of Darien and surrounding communities with lending materials, programs, and community services.
-
D.
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.
-
E.
Itasca Community Library
Itasca Community Library is a public library serving the residents of Itasca, Illinois with lending materials, programs, and community 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_69ab4c42fb8c8190b36e161d47c03b81 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdfe15ff081908dd1dad62c292b2b |
completed | March 7, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01dabb19c8190822ac992ab764446 |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b01e34639c8190b1c6e8a14cd31d96 |
completed | March 10, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b01f5a6784819089499926fb115d9c |
completed | March 10, 2026, 1:40 p.m. |
Created at: March 6, 2026, 10:02 p.m.