Triple
T2973078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bedford, Massachusetts |
E80325
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Bedford Free Public Library
Bedford Free Public Library is the public library serving the town of Bedford, Massachusetts, providing residents with access to books, media, programs, and community resources.
|
E316838
|
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: Bedford Free Public Library | Statement: [Bedford, Massachusetts, hasLibrary, Bedford Free Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bedford Free Public Library Context triple: [Bedford, Massachusetts, hasLibrary, Bedford Free Public Library]
-
A.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, Indiana, providing access to books, digital resources, and community programs.
-
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.
Belmont Public Library
Belmont Public Library is the main public library serving the town of Belmont, Massachusetts, providing community access to books, media, and educational programs.
-
D.
Pease Public Library
Pease Public Library is the main public library serving the residents of Plymouth, New Hampshire, providing access to books, media, and community programs.
-
E.
James E. Shepard Memorial Library
James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
- 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: Bedford Free Public Library Triple: [Bedford, Massachusetts, hasLibrary, Bedford Free Public Library]
Generated description
Bedford Free Public Library is the public library serving the town of Bedford, Massachusetts, providing residents with access to books, media, programs, and community resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bedford Free Public Library Target entity description: Bedford Free Public Library is the public library serving the town of Bedford, Massachusetts, providing residents with access to books, media, programs, and community resources.
-
A.
Bedford Public Library
Bedford Public Library is the main public library serving the residents of Bedford, Indiana, providing access to books, digital resources, and community programs.
-
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.
Belmont Public Library
Belmont Public Library is the main public library serving the town of Belmont, Massachusetts, providing community access to books, media, and educational programs.
-
D.
Pease Public Library
Pease Public Library is the main public library serving the residents of Plymouth, New Hampshire, providing access to books, media, and community programs.
-
E.
James E. Shepard Memorial Library
James E. Shepard Memorial Library is the main academic library and research hub of North Carolina Central University, serving students, faculty, and the surrounding community.
- 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_69ad8b14ffe881908ffed62f9595c867 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9987bb6c8190adfb447b76276962 |
completed | March 8, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108e3db5481908c0fac0f48fb8fe2 |
completed | March 11, 2026, 6:17 a.m. |
| NEDg | Description generation | batch_69b10dc1ade88190a487dc5ce8ebc08e |
completed | March 11, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b10e2fe1308190a3a992be790d68b3 |
completed | March 11, 2026, 6:39 a.m. |
Created at: March 8, 2026, 2:58 p.m.