Triple
T4640865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crystal Lake, Illinois |
E101650
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Crystal Lake Public Library
Crystal Lake Public Library is a community public library serving the residents of Crystal Lake, Illinois with lending materials, programs, and information services.
|
E457753
|
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: Crystal Lake Public Library | Statement: [Crystal Lake, Illinois, hasLibrary, Crystal Lake Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Crystal Lake Public Library Context triple: [Crystal Lake, Illinois, hasLibrary, Crystal Lake Public Library]
-
A.
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.
-
B.
Itasca Community Library
Itasca Community Library is a public library serving the residents of Itasca, Illinois with lending materials, programs, and community services.
-
C.
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.
-
D.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
E.
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.
- 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: Crystal Lake Public Library Triple: [Crystal Lake, Illinois, hasLibrary, Crystal Lake Public Library]
Generated description
Crystal Lake Public Library is a community public library serving the residents of Crystal Lake, Illinois with lending materials, programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Crystal Lake Public Library Target entity description: Crystal Lake Public Library is a community public library serving the residents of Crystal Lake, Illinois with lending materials, programs, and information services.
-
A.
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.
-
B.
Itasca Community Library
Itasca Community Library is a public library serving the residents of Itasca, Illinois with lending materials, programs, and community services.
-
C.
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.
-
D.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
E.
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.
- 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_69bd43d3bc7c81908f81fcf380476b0f |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a8fbd2c8190b593cd46ce8dfe0f |
completed | March 20, 2026, 2:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfad2fa588190aa2206ad987c5d70 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.