Triple
T3443758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waukegan, Illinois |
E72624
|
entity |
| Predicate | hasPublicInstitution |
P8853
|
FINISHED |
| Object |
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.
|
E358844
|
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: Waukegan Public Library | Statement: [Waukegan, Illinois, hasPublicInstitution, Waukegan Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waukegan Public Library Context triple: [Waukegan, Illinois, hasPublicInstitution, Waukegan Public Library]
-
A.
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.
-
B.
Wilmette Public Library
Wilmette Public Library is the main public library serving the residents of Wilmette, Illinois, offering lending materials, educational programs, and community services.
-
C.
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.
-
D.
Oak Park Public Library
Oak Park Public Library is the main public library system serving the village of Oak Park, Illinois, providing community access to books, digital resources, and educational programs.
-
E.
Tinley Park Public Library
Tinley Park Public Library is a community public library serving the residents of Tinley Park, Illinois with lending materials, educational programs, and local 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: Waukegan Public Library Triple: [Waukegan, Illinois, hasPublicInstitution, Waukegan Public Library]
Generated description
Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waukegan Public Library Target entity description: Waukegan Public Library is the main public library serving the residents of Waukegan, Illinois, providing access to books, digital resources, and community programs.
-
A.
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.
-
B.
Wilmette Public Library
Wilmette Public Library is the main public library serving the residents of Wilmette, Illinois, offering lending materials, educational programs, and community services.
-
C.
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.
-
D.
Oak Park Public Library
Oak Park Public Library is the main public library system serving the village of Oak Park, Illinois, providing community access to books, digital resources, and educational programs.
-
E.
Tinley Park Public Library
Tinley Park Public Library is a community public library serving the residents of Tinley Park, Illinois with lending materials, educational programs, and local 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_69ad85b05c848190b7a28ceec2bd7b74 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adba2a605c8190a0eafdf6f25b1e38 |
completed | March 8, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360da33e081908630e3f29ea01530 |
completed | March 13, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_69b3615cf80481908ff305f995d0b176 |
completed | March 13, 2026, 12:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b36249b50881909ebae2d35b30cc1c |
completed | March 13, 2026, 1:03 a.m. |
Created at: March 8, 2026, 3:16 p.m.