Triple
T2989964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billerica, Massachusetts |
E80724
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Billerica Public Library
Billerica Public Library is the main public library serving the residents of Billerica, Massachusetts with lending materials, programs, and community services.
|
E316273
|
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: Billerica Public Library | Statement: [Billerica, Massachusetts, hasLibrary, Billerica Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billerica Public Library Context triple: [Billerica, Massachusetts, hasLibrary, Billerica Public Library]
-
A.
Brookline Public Library
Brookline Public Library is the main public library system serving the town of Brookline, Massachusetts, providing community access to books, media, and educational programs.
-
B.
Lynnfield Public Library
Lynnfield Public Library is the main public library serving the residents of Lynnfield, Massachusetts with lending materials, programs, and community services.
-
C.
Brockton Public Library
Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
-
D.
Boyden Library
Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
-
E.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information services.
- 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: Billerica Public Library Triple: [Billerica, Massachusetts, hasLibrary, Billerica Public Library]
Generated description
Billerica Public Library is the main public library serving the residents of Billerica, Massachusetts with lending materials, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billerica Public Library Target entity description: Billerica Public Library is the main public library serving the residents of Billerica, Massachusetts with lending materials, programs, and community services.
-
A.
Brookline Public Library
Brookline Public Library is the main public library system serving the town of Brookline, Massachusetts, providing community access to books, media, and educational programs.
-
B.
Lynnfield Public Library
Lynnfield Public Library is the main public library serving the residents of Lynnfield, Massachusetts with lending materials, programs, and community services.
-
C.
Brockton Public Library
Brockton Public Library is the main public library system serving the residents of Brockton, Massachusetts with lending, research, and community programs.
-
D.
Boyden Library
Boyden Library is the main academic library of Deerfield Academy, serving as a central resource for the school’s students and faculty.
-
E.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information services.
- 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99dcdb00819092ca5f10396408e0 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b10900bf2481908b7742604c6d75e9 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10bda5d848190af553c5f245b165d |
completed | March 11, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10c9198288190a3e3ea7112ea4460 |
completed | March 11, 2026, 6:32 a.m. |
Created at: March 8, 2026, 2:59 p.m.