Triple
T13065209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelmsford |
E329302
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object | Chelmsford Public Library |
E383307
|
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: Chelmsford Public Library | Statement: [Chelmsford, hasPublicLibrary, Chelmsford Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelmsford Public Library Context triple: [Chelmsford, hasPublicLibrary, Chelmsford Public Library]
-
A.
Chelmsford Public Library
chosen
Chelmsford Public Library is the main public library serving the residents of Chelmsford, Massachusetts with lending materials, programs, and community services.
-
B.
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.
-
C.
Tewksbury Public Library
Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
-
D.
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.
-
E.
Chatham Public Library
Chatham Public Library is a community library in Chatham, New York, providing local residents with access to books, media, and educational resources.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980eb81948190b27eb9ae19978079 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe630808190a9a3481127bbaa86 |
completed | May 3, 2026, 4:15 a.m. |
Created at: April 9, 2026, 8:59 p.m.