Triple
T4389466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leominster, Massachusetts |
E99325
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Leominster Public Library
Leominster Public Library is the main public library serving the residents of Leominster, Massachusetts with lending materials, community programs, and information services.
|
E435897
|
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: Leominster Public Library | Statement: [Leominster, Massachusetts, hasPublicLibrary, Leominster Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leominster Public Library Context triple: [Leominster, Massachusetts, hasPublicLibrary, Leominster Public Library]
-
A.
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.
-
B.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information 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.
Tewksbury Public Library
Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
-
E.
Medford Public Library
Medford Public Library is the main public library serving the residents of Medford, Massachusetts with lending materials, community programs, and educational resources.
- 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: Leominster Public Library Triple: [Leominster, Massachusetts, hasPublicLibrary, Leominster Public Library]
Generated description
Leominster Public Library is the main public library serving the residents of Leominster, Massachusetts with lending materials, community programs, and information services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leominster Public Library Target entity description: Leominster Public Library is the main public library serving the residents of Leominster, Massachusetts with lending materials, community programs, and information services.
-
A.
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.
-
B.
Fitchburg Public Library
Fitchburg Public Library is a public library serving the residents of Fitchburg, Massachusetts with lending materials, community programs, and information 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.
Tewksbury Public Library
Tewksbury Public Library is the main public library serving the residents of Tewksbury, Massachusetts with lending materials, programs, and community services.
-
E.
Medford Public Library
Medford Public Library is the main public library serving the residents of Medford, Massachusetts with lending materials, community programs, and educational resources.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35282cb2c8190856da20bb87e88ff |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52d63c08190bc98c090cfe0ff1c |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e5b3ba208190b6cb5e40f9e744e8 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e62af694819086b3eddb71f591d2 |
completed | March 14, 2026, 10:50 p.m. |
Created at: March 12, 2026, 11:19 p.m.