Triple
T8760852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leominster, Massachusetts |
E208192
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object | Leominster Public Library |
E435897
|
NE FINISHED |
How this triple was built (2 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: Leominster Public Library | Statement: [Leominster, Massachusetts, hasPublicLibrary, Leominster Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leominster Public Library Context triple: [Leominster, Massachusetts, hasPublicLibrary, Leominster Public Library]
-
A.
Leominster Public Library
chosen
Leominster Public Library is the main public library serving the residents of Leominster, Massachusetts with lending materials, community programs, and information services.
-
B.
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.
-
C.
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.
-
D.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information services.
-
E.
Brockton Public Library
Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca835df7e08190ac875664cca8f9ca |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5df9729481908679151988b76d2f |
completed | March 31, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf434bcac08190be07175a26804185 |
completed | April 3, 2026, 4:34 a.m. |
Created at: March 30, 2026, 6:40 p.m.