Triple
T15633244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleton, Wisconsin |
E375872
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Middleton Public Library
Middleton Public Library is the main public library serving the community of Middleton, Wisconsin with lending, educational, and community services.
|
E1168044
|
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: Middleton Public Library | Statement: [Middleton, Wisconsin, hasLibrary, Middleton Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleton Public Library Context triple: [Middleton, Wisconsin, hasLibrary, Middleton Public Library]
-
A.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
B.
Medway Public Library
Medway Public Library is the community public library serving residents of Medway, Massachusetts with lending materials, programs, and local information services.
-
C.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
-
D.
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.
-
E.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local programs.
- 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: Middleton Public Library Triple: [Middleton, Wisconsin, hasLibrary, Middleton Public Library]
Generated description
Middleton Public Library is the main public library serving the community of Middleton, Wisconsin with lending, educational, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleton Public Library Target entity description: Middleton Public Library is the main public library serving the community of Middleton, Wisconsin with lending, educational, and community services.
-
A.
Plainfield Public Library
Plainfield Public Library is the main public library serving the residents of Plainfield, New Jersey with lending, research, and community programs.
-
B.
Medway Public Library
Medway Public Library is the community public library serving residents of Medway, Massachusetts with lending materials, programs, and local information services.
-
C.
Penfield Library
Penfield Library is the main academic library at SUNY Oswego, providing research resources, study spaces, and information services to the university community.
-
D.
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.
-
E.
Middlesex Public Library
Middlesex Public Library is the community library serving residents of Middlesex Borough, New Jersey, providing access to books, media, and local programs.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04eb7338881909f3c430bb73f91d1 |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f472b648190b7cd532a1b16373e |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff606f627081909e6ea230f30c917b |
completed | May 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6136a8c88190a83ad9232a338082 |
completed | May 9, 2026, 4:30 p.m. |
Created at: April 10, 2026, 4:14 a.m.