Triple
T3004151
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Woburn, Massachusetts |
E81857
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Woburn Public Library
Woburn Public Library is the main public library serving the city of Woburn, Massachusetts, providing community access to books, media, and educational resources.
|
E319452
|
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: Woburn Public Library | Statement: [Woburn, Massachusetts, hasLibrary, Woburn Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Woburn Public Library Context triple: [Woburn, Massachusetts, hasLibrary, Woburn Public Library]
-
A.
Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational 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.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information services.
-
D.
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.
-
E.
Winchester Public Library
Winchester Public Library is the main public library serving the residents of Winchester, Massachusetts with lending materials, programs, and community 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: Woburn Public Library Triple: [Woburn, Massachusetts, hasLibrary, Woburn Public Library]
Generated description
Woburn Public Library is the main public library serving the city of Woburn, Massachusetts, providing community access to books, media, and educational resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Woburn Public Library Target entity description: Woburn Public Library is the main public library serving the city of Woburn, Massachusetts, providing community access to books, media, and educational resources.
-
A.
Shrewsbury Public Library
Shrewsbury Public Library is the main public library serving the town of Shrewsbury, Massachusetts, providing community access to books, digital resources, and educational 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.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information services.
-
D.
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.
-
E.
Winchester Public Library
Winchester Public Library is the main public library serving the residents of Winchester, Massachusetts with lending materials, programs, and community 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a149b248190ac4f11afc4871cc1 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e5302c881908294827106b314e4 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12ed522148190b25ad1de42b1604d |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d65c9550819081e8734cece6ff13 |
completed | March 11, 2026, 8:53 p.m. |
Created at: March 8, 2026, 2:59 p.m.