Triple
T12816875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludlow, Massachusetts |
E306424
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Hubbard Memorial Library
Hubbard Memorial Library is the public library serving the community of Ludlow, Massachusetts, providing access to books, media, and local educational resources.
|
E1025867
|
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: Hubbard Memorial Library | Statement: [Ludlow, Massachusetts, hasPublicLibrary, Hubbard Memorial Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubbard Memorial Library Context triple: [Ludlow, Massachusetts, hasPublicLibrary, Hubbard Memorial Library]
-
A.
Plumb Memorial Library
Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
-
B.
Bossard Memorial Library
Bossard Memorial Library is the public library serving the community of Gallipolis, Ohio, providing access to books, media, and educational resources.
-
C.
Cunningham Memorial Library
Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
-
D.
Lucius Beebe Memorial Library
The Lucius Beebe Memorial Library is the main public library serving the community of Wakefield, Massachusetts, offering lending services, local history resources, and public 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: Hubbard Memorial Library Triple: [Ludlow, Massachusetts, hasPublicLibrary, Hubbard Memorial Library]
Generated description
Hubbard Memorial Library is the public library serving the community of Ludlow, Massachusetts, providing access to books, media, and local educational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubbard Memorial Library Target entity description: Hubbard Memorial Library is the public library serving the community of Ludlow, Massachusetts, providing access to books, media, and local educational resources.
-
A.
Plumb Memorial Library
Plumb Memorial Library is the main public library serving the community of Shelton, Connecticut, providing access to books, media, and local programs.
-
B.
Bossard Memorial Library
Bossard Memorial Library is the public library serving the community of Gallipolis, Ohio, providing access to books, media, and educational resources.
-
C.
Cunningham Memorial Library
Cunningham Memorial Library is the main academic library of Indiana State University, providing research resources, study spaces, and information services to its students and faculty.
-
D.
Lucius Beebe Memorial Library
The Lucius Beebe Memorial Library is the main public library serving the community of Wakefield, Massachusetts, offering lending services, local history resources, and public 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9d00088190ac0f5d60e1de7a7c |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5bc5f688190a6fd3716c8266b2c |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f694f8c48190adce4cddbf63777f |
completed | May 3, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f7d8bfa0819097b3d9175bc56933 |
completed | May 3, 2026, 7:23 a.m. |
Created at: April 9, 2026, 5:31 p.m.