Triple
T17571820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton, Massachusetts |
E427957
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object | Hamilton-Wenham Public Library |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hamilton-Wenham Public Library | Statement: [Hamilton, Massachusetts, hasPublicLibrary, Hamilton-Wenham Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton-Wenham Public Library Context triple: [Hamilton, Massachusetts, hasPublicLibrary, Hamilton-Wenham Public Library]
-
A.
Hampden Public Library
Hampden Public Library is the main public library serving the residents of Hampden, Maine, providing access to books, media, and community programs.
-
B.
Witham Library
Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local services.
-
C.
Walpole Public Library
Walpole Public Library is the main public library serving the town of Walpole, Massachusetts, providing community access to books, media, and educational resources.
-
D.
Merrimack Public Library
Merrimack Public Library is the main community library serving residents of Merrimack, New Hampshire with lending materials, programs, and public information services.
-
E.
Boyden Library
Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton-Wenham Public Library Target entity description: Hamilton-Wenham Public Library is a community public library serving the towns of Hamilton and Wenham in Massachusetts, offering lending materials, programs, and information services to local residents.
-
A.
Hampden Public Library
Hampden Public Library is the main public library serving the residents of Hampden, Maine, providing access to books, media, and community programs.
-
B.
Witham Library
Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local services.
-
C.
Walpole Public Library
Walpole Public Library is the main public library serving the town of Walpole, Massachusetts, providing community access to books, media, and educational resources.
-
D.
Merrimack Public Library
Merrimack Public Library is the main community library serving residents of Merrimack, New Hampshire with lending materials, programs, and public information services.
-
E.
Boyden Library
Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
- F. None of above. chosen
Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e459324aa48190ae23fcae6e8919f8 |
completed | April 19, 2026, 4:25 a.m. |
Created at: April 10, 2026, 5:50 a.m.