Triple
T9135626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berlin Heights, Ohio |
E219193
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Berlin Heights branch of the Erie County Public Library
The Berlin Heights branch of the Erie County Public Library is a local public library facility serving the residents of Berlin Heights, Ohio, as part of the countywide Erie County Public Library system.
|
E780613
|
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: Berlin Heights branch of the Erie County Public Library | Statement: [Berlin Heights, Ohio, hasPublicLibrary, Berlin Heights branch of the Erie County Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berlin Heights branch of the Erie County Public Library Context triple: [Berlin Heights, Ohio, hasPublicLibrary, Berlin Heights branch of the Erie County Public Library]
-
A.
Fairmount Heights Branch Library
Fairmount Heights Branch Library is a local public library serving the Fairmount Heights community as part of the Prince George’s County Memorial Library System in Maryland.
-
B.
Williamsville Branch Library
Williamsville Branch Library is a public library serving the Williamsville, New York community as part of the local library system.
-
C.
Hillcrest Heights Branch Library
Hillcrest Heights Branch Library is a local public library branch serving the Hillcrest Heights community in Prince George’s County, Maryland.
-
D.
Forest Heights Community Library
Forest Heights Community Library is a neighborhood branch of the Kitchener Public Library system serving residents of the Forest Heights area with books, programs, and community services.
-
E.
Endicott Branch Library
Endicott Branch Library is a neighborhood public library facility serving the Dedham, Massachusetts community as part of the Dedham Public Library system.
- 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: Berlin Heights branch of the Erie County Public Library Triple: [Berlin Heights, Ohio, hasPublicLibrary, Berlin Heights branch of the Erie County Public Library]
Generated description
The Berlin Heights branch of the Erie County Public Library is a local public library facility serving the residents of Berlin Heights, Ohio, as part of the countywide Erie County Public Library system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berlin Heights branch of the Erie County Public Library Target entity description: The Berlin Heights branch of the Erie County Public Library is a local public library facility serving the residents of Berlin Heights, Ohio, as part of the countywide Erie County Public Library system.
-
A.
Fairmount Heights Branch Library
Fairmount Heights Branch Library is a local public library serving the Fairmount Heights community as part of the Prince George’s County Memorial Library System in Maryland.
-
B.
Williamsville Branch Library
Williamsville Branch Library is a public library serving the Williamsville, New York community as part of the local library system.
-
C.
Hillcrest Heights Branch Library
Hillcrest Heights Branch Library is a local public library branch serving the Hillcrest Heights community in Prince George’s County, Maryland.
-
D.
Forest Heights Community Library
Forest Heights Community Library is a neighborhood branch of the Kitchener Public Library system serving residents of the Forest Heights area with books, programs, and community services.
-
E.
Endicott Branch Library
Endicott Branch Library is a neighborhood public library facility serving the Dedham, Massachusetts community as part of the Dedham Public Library system.
- 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_69ca83e012288190a5771058adbaabd2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8df68108190bb2df0583c5ad481 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047efc5e48190bc8c4a7e865faef9 |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d04935d4e88190acb4d65a2dc2bc8a |
completed | April 3, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049e6c4cc81909e08b5aaed9a88dc |
completed | April 3, 2026, 11:14 p.m. |
Created at: March 30, 2026, 7:18 p.m.