Triple
T13195130
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashland, Ohio |
E314091
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Ashland Public Library
Ashland Public Library is the main public library serving the residents of Ashland, Ohio with lending materials, programs, and community services.
|
E1027736
|
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: Ashland Public Library | Statement: [Ashland, Ohio, hasPublicLibrary, Ashland Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashland Public Library Context triple: [Ashland, Ohio, hasPublicLibrary, Ashland Public Library]
-
A.
Ashland Public Library
Ashland Public Library is the main public library serving the residents of Ashland, Massachusetts with lending materials, programs, and community services.
-
B.
Ashland/63rd Branch
The Ashland/63rd Branch is a southern extension of Chicago's CTA Green Line rapid transit route that serves neighborhoods on the city's South Side.
-
C.
Alsea Community Library
Alsea Community Library is a small public library branch serving the Alsea, Oregon community as part of the Corvallis-Benton County Public Library system.
-
D.
Maryhill Library
Maryhill Library is a public lending and community library serving the Maryhill district of Glasgow, Scotland.
-
E.
Shenandoah Public Library
Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
- 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: Ashland Public Library Triple: [Ashland, Ohio, hasPublicLibrary, Ashland Public Library]
Generated description
Ashland Public Library is the main public library serving the residents of Ashland, Ohio with lending materials, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashland Public Library Target entity description: Ashland Public Library is the main public library serving the residents of Ashland, Ohio with lending materials, programs, and community services.
-
A.
Ashland Public Library
Ashland Public Library is the main public library serving the residents of Ashland, Massachusetts with lending materials, programs, and community services.
-
B.
Ashland/63rd Branch
The Ashland/63rd Branch is a southern extension of Chicago's CTA Green Line rapid transit route that serves neighborhoods on the city's South Side.
-
C.
Alsea Community Library
Alsea Community Library is a small public library branch serving the Alsea, Oregon community as part of the Corvallis-Benton County Public Library system.
-
D.
Maryhill Library
Maryhill Library is a public lending and community library serving the Maryhill district of Glasgow, Scotland.
-
E.
Shenandoah Public Library
Shenandoah Public Library is the main public library serving the residents of Shenandoah, Iowa with access to books, media, and community programs.
- 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c626058819086f604b11af2d4eb |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f600f7a08190bcdd80d5563517c3 |
completed | May 3, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_69f6fa2e76fc819095f9a7e83189283c |
completed | May 3, 2026, 7:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6fb52f82c81909dcec658c7f58ec7 |
completed | May 3, 2026, 7:37 a.m. |
Created at: April 9, 2026, 9:16 p.m.