Triple
T20252666
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macomb, Illinois |
E498597
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Macomb Public Library
Macomb Public Library is the main public library serving the residents of Macomb, Illinois with lending, research, and community programs.
|
E1420758
|
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: Macomb Public Library | Statement: [Macomb, Illinois, hasPublicLibrary, Macomb Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macomb Public Library Context triple: [Macomb, Illinois, hasPublicLibrary, Macomb Public Library]
-
A.
Clinton-Macomb Public Library
Clinton-Macomb Public Library is a public library system serving residents of Clinton Township and Macomb County, Michigan with lending, research, and community programs.
-
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.
Lane Public Library
Lane Public Library is a public library system serving the Hamilton, Ohio area, providing community access to books, digital resources, and educational programs.
-
D.
DeKalb Public Library
DeKalb Public Library is a community library in DeKalb, Illinois, providing residents with access to books, digital resources, and educational programs.
-
E.
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.
- 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: Macomb Public Library Triple: [Macomb, Illinois, hasPublicLibrary, Macomb Public Library]
Generated description
Macomb Public Library is the main public library serving the residents of Macomb, Illinois with lending, research, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macomb Public Library Target entity description: Macomb Public Library is the main public library serving the residents of Macomb, Illinois with lending, research, and community programs.
-
A.
Clinton-Macomb Public Library
Clinton-Macomb Public Library is a public library system serving residents of Clinton Township and Macomb County, Michigan with lending, research, and community programs.
-
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.
Lane Public Library
Lane Public Library is a public library system serving the Hamilton, Ohio area, providing community access to books, digital resources, and educational programs.
-
D.
DeKalb Public Library
DeKalb Public Library is a community library in DeKalb, Illinois, providing residents with access to books, digital resources, and educational programs.
-
E.
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.
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a986e08190b1ff2992ed5f8772 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0855282a0c8190b6f246521dfbda51 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855c6bab08190831cc78647de84fc |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0856da3e748190866c328a6c61b3d8 |
completed | May 16, 2026, 11:36 a.m. |
Created at: April 11, 2026, 11:41 p.m.