Triple
T2653938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fontana, California |
E53963
|
entity |
| Predicate | hasPublicLibrarySystem |
P10267
|
FINISHED |
| Object |
San Bernardino County Library
San Bernardino County Library is a public library system serving communities throughout San Bernardino County in California with books, digital resources, and community programs.
|
E286781
|
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: San Bernardino County Library | Statement: [Fontana, California, hasPublicLibrarySystem, San Bernardino County Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Bernardino County Library Context triple: [Fontana, California, hasPublicLibrarySystem, San Bernardino County Library]
-
A.
Los Angeles Public Library
The Los Angeles Public Library is the landmark central library of Los Angeles, renowned for its distinctive architecture, extensive collections, and role as a major cultural and educational hub for the city.
-
B.
Oceanside Library
Oceanside Library is the public library serving the community of Oceanside in Nassau County, New York, offering lending materials, programs, and services to local residents.
-
C.
Cottonwood Public Library
Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
-
D.
San Bernardino County Fire Protection District
The San Bernardino County Fire Protection District is a regional fire and emergency services agency responsible for providing fire suppression, rescue, and emergency medical response across much of San Bernardino County in California.
-
E.
A.K. Smiley Public Library
A.K. Smiley Public Library is a historic public library and architectural landmark known for its distinctive Mission Revival style and cultural significance in Redlands, California.
- 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: San Bernardino County Library Triple: [Fontana, California, hasPublicLibrarySystem, San Bernardino County Library]
Generated description
San Bernardino County Library is a public library system serving communities throughout San Bernardino County in California with books, digital resources, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Bernardino County Library Target entity description: San Bernardino County Library is a public library system serving communities throughout San Bernardino County in California with books, digital resources, and community programs.
-
A.
Los Angeles Public Library
The Los Angeles Public Library is the landmark central library of Los Angeles, renowned for its distinctive architecture, extensive collections, and role as a major cultural and educational hub for the city.
-
B.
Oceanside Library
Oceanside Library is the public library serving the community of Oceanside in Nassau County, New York, offering lending materials, programs, and services to local residents.
-
C.
Cottonwood Public Library
Cottonwood Public Library is the main public library serving the residents of Cottonwood, Arizona with books, digital resources, and community programs.
-
D.
San Bernardino County Fire Protection District
The San Bernardino County Fire Protection District is a regional fire and emergency services agency responsible for providing fire suppression, rescue, and emergency medical response across much of San Bernardino County in California.
-
E.
A.K. Smiley Public Library
A.K. Smiley Public Library is a historic public library and architectural landmark known for its distinctive Mission Revival style and cultural significance in Redlands, California.
- 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_69ab495e192081909c77b622e8e7e15a |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd932a35881909568839589f12062 |
completed | March 7, 2026, 7:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d0dbd08190a317dfe1844840c5 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9a41c69c8190b99bcad7098e68fe |
completed | March 10, 2026, 4:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9aaeedcc8190901da0fe37e7801d |
completed | March 10, 2026, 4:14 a.m. |
Created at: March 6, 2026, 9:53 p.m.