Triple
T10077031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | El Sobrante, California |
E213790
|
entity |
| Predicate | hasLocalService |
P29056
|
FINISHED |
| Object |
El Sobrante Library
El Sobrante Library is a public library branch serving the community of El Sobrante in Contra Costa County, California.
|
E839318
|
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: El Sobrante Library | Statement: [El Sobrante, California, hasLocalService, El Sobrante Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: El Sobrante Library Context triple: [El Sobrante, California, hasLocalService, El Sobrante Library]
-
A.
Pinole Library
Pinole Library is a public library serving the community of Pinole, California, as part of the local public library system.
-
B.
Millbrae Library
Millbrae Library is a public library serving the community of Millbrae, California, offering lending materials, programs, and community services as part of the San Mateo County Libraries system.
-
C.
San Ramon Library
San Ramon Library is a public library serving the community of San Ramon, California, as part of the Contra Costa County Library system.
-
D.
El Cerrito Library
El Cerrito Library is a public library serving the community of El Cerrito in California with access to books, media, and educational resources.
-
E.
Monterey Library
Monterey Library is the public library serving the small town of Monterey, Massachusetts, providing local residents 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: El Sobrante Library Triple: [El Sobrante, California, hasLocalService, El Sobrante Library]
Generated description
El Sobrante Library is a public library branch serving the community of El Sobrante in Contra Costa County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: El Sobrante Library Target entity description: El Sobrante Library is a public library branch serving the community of El Sobrante in Contra Costa County, California.
-
A.
Pinole Library
Pinole Library is a public library serving the community of Pinole, California, as part of the local public library system.
-
B.
Millbrae Library
Millbrae Library is a public library serving the community of Millbrae, California, offering lending materials, programs, and community services as part of the San Mateo County Libraries system.
-
C.
San Ramon Library
San Ramon Library is a public library serving the community of San Ramon, California, as part of the Contra Costa County Library system.
-
D.
El Cerrito Library
El Cerrito Library is a public library serving the community of El Cerrito in California with access to books, media, and educational resources.
-
E.
Monterey Library
Monterey Library is the public library serving the small town of Monterey, Massachusetts, providing local residents 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_69ca839bf730819086900c323c9b8c95 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd02f47e08190bfeb641b202beecc |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d29ac67cb48190ba53a87c3749a245 |
completed | April 5, 2026, 5:24 p.m. |
| NEDg | Description generation | batch_69d29c98e470819098bdf9fa51f40d1f |
completed | April 5, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29d0190988190891c264556856f60 |
completed | April 5, 2026, 5:33 p.m. |
Created at: March 30, 2026, 8:59 p.m.