Triple
T14302891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleton, Massachusetts |
E354612
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Flint Public Library
Flint Public Library is the public library serving the community of Middleton, Massachusetts, providing access to books, media, and local programs.
|
E1091563
|
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: Flint Public Library | Statement: [Middleton, Massachusetts, hasPublicLibrary, Flint Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flint Public Library Context triple: [Middleton, Massachusetts, hasPublicLibrary, Flint Public Library]
-
A.
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
B.
Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
-
C.
Lane Public Library
Lane Public Library is a public library system serving the Hamilton, Ohio area, providing community access to books, digital resources, and educational programs.
-
D.
Flomaton Public Library
Flomaton Public Library is a community library in Flomaton, Alabama, providing local residents with access to books, media, and educational resources.
-
E.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational 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: Flint Public Library Triple: [Middleton, Massachusetts, hasPublicLibrary, Flint Public Library]
Generated description
Flint Public Library is the public library serving the community of Middleton, Massachusetts, providing access to books, media, and local programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flint Public Library Target entity description: Flint Public Library is the public library serving the community of Middleton, Massachusetts, providing access to books, media, and local programs.
-
A.
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
B.
Detroit Public Library
The Detroit Public Library is a historic main library system in Detroit, Michigan, renowned for its grand Beaux-Arts central building, extensive collections, and role as a major cultural and educational institution in the city.
-
C.
Lane Public Library
Lane Public Library is a public library system serving the Hamilton, Ohio area, providing community access to books, digital resources, and educational programs.
-
D.
Flomaton Public Library
Flomaton Public Library is a community library in Flomaton, Alabama, providing local residents with access to books, media, and educational resources.
-
E.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717fc2348190bb6ba3109bd2871f |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2883e081909c53170ef30b4125 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3dc46b408190b7c515156f81f1fc |
completed | May 8, 2026, 1:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3eb045488190b44812eb638807ff |
completed | May 8, 2026, 1:38 a.m. |
Created at: April 10, 2026, 1:12 a.m.