Triple
T7653826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Hadley, Massachusetts |
E173324
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
South Hadley Public Library
South Hadley Public Library is the main public library serving the residents of South Hadley, Massachusetts with lending materials, community programs, and information services.
|
E678955
|
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: South Hadley Public Library | Statement: [South Hadley, Massachusetts, hasPublicLibrary, South Hadley Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Hadley Public Library Context triple: [South Hadley, Massachusetts, hasPublicLibrary, South Hadley Public Library]
-
A.
Sherborn Library
Sherborn Library is the public library serving the town of Sherborn, Massachusetts, providing local residents with access to books, media, and community programs.
-
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.
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.
Danforth Memorial Library
Danforth Memorial Library is a public library building designed by prominent American architect Charles Follen McKim, known for its Beaux-Arts style and historical significance.
-
E.
Witham Library
Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local 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: South Hadley Public Library Triple: [South Hadley, Massachusetts, hasPublicLibrary, South Hadley Public Library]
Generated description
South Hadley Public Library is the main public library serving the residents of South Hadley, Massachusetts with lending materials, community programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Hadley Public Library Target entity description: South Hadley Public Library is the main public library serving the residents of South Hadley, Massachusetts with lending materials, community programs, and information services.
-
A.
Sherborn Library
Sherborn Library is the public library serving the town of Sherborn, Massachusetts, providing local residents with access to books, media, and community programs.
-
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.
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.
Danforth Memorial Library
Danforth Memorial Library is a public library building designed by prominent American architect Charles Follen McKim, known for its Beaux-Arts style and historical significance.
-
E.
Witham Library
Witham Library is a public library serving the community of Witham in Essex, England, providing access to books, information resources, and local 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018c34a88190be6089a9105bd4b0 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89af47b9c819087d42f1b01c413fe |
completed | March 29, 2026, 3:22 a.m. |
| NEDg | Description generation | batch_69c89bb9f1a8819097475a35328c6875 |
completed | March 29, 2026, 3:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89c20a9a4819087d678e40f5d0876 |
completed | March 29, 2026, 3:27 a.m. |
Created at: March 27, 2026, 3:59 p.m.