Triple
T16027610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oshkosh, Wisconsin |
E388756
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Oshkosh Public Library
Oshkosh Public Library is the main public library serving the city of Oshkosh, Wisconsin, providing community access to books, digital resources, and educational programs.
|
E1189239
|
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: Oshkosh Public Library | Statement: [Oshkosh, Wisconsin, hasPublicLibrary, Oshkosh Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oshkosh Public Library Context triple: [Oshkosh, Wisconsin, hasPublicLibrary, Oshkosh Public Library]
-
A.
Brookfield Public Library
Brookfield Public Library is a community public library serving the residents of Brookfield, Missouri with access to books, media, and local educational resources.
-
B.
Red Oak Public Library
Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
-
C.
Shawnee Public Library
Shawnee Public Library is a community public library serving the residents of Shawnee, Oklahoma with access to books, digital resources, and local programs.
-
D.
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.
-
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: Oshkosh Public Library Triple: [Oshkosh, Wisconsin, hasPublicLibrary, Oshkosh Public Library]
Generated description
Oshkosh Public Library is the main public library serving the city of Oshkosh, Wisconsin, providing community access to books, digital resources, and educational programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oshkosh Public Library Target entity description: Oshkosh Public Library is the main public library serving the city of Oshkosh, Wisconsin, providing community access to books, digital resources, and educational programs.
-
A.
Brookfield Public Library
Brookfield Public Library is a community public library serving the residents of Brookfield, Missouri with access to books, media, and local educational resources.
-
B.
Red Oak Public Library
Red Oak Public Library is the community library serving residents of Red Oak, Texas, providing access to books, digital resources, and local programs.
-
C.
Shawnee Public Library
Shawnee Public Library is a community public library serving the residents of Shawnee, Oklahoma with access to books, digital resources, and local programs.
-
D.
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.
-
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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183294984819080b8727a3511a21b |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf33c6a881909284933ea3b7dd6e |
completed | May 10, 2026, 12:20 a.m. |
| NEDg | Description generation | batch_69ffd01d545c8190a96cd888223c7fa9 |
completed | May 10, 2026, 12:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd0b3d4b08190b1be30954d5d76c0 |
completed | May 10, 2026, 12:26 a.m. |
Created at: April 10, 2026, 4:56 a.m.