Triple
T7842663
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turlock |
E181842
|
entity |
| Predicate | hasLibrarySystem |
P35
|
FINISHED |
| Object |
Stanislaus County Library
Stanislaus County Library is a public library system in California that provides books, digital resources, and community services through multiple branch locations across Stanislaus County.
|
E698924
|
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: Stanislaus County Library | Statement: [Turlock, hasLibrarySystem, Stanislaus County Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanislaus County Library Context triple: [Turlock, hasLibrarySystem, Stanislaus County Library]
-
A.
Santa Clara County Library District
The Santa Clara County Library District is a public library system serving multiple communities in Santa Clara County, California with shared resources, programs, and services.
-
B.
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.
-
C.
Pinole Library
Pinole Library is a public library serving the community of Pinole, California, as part of the local public library system.
-
D.
Contra Costa County Library
Contra Costa County Library is a public library system serving communities throughout Contra Costa County, California, with multiple branches and library services.
-
E.
Humboldt County Library system
The Humboldt County Library system is a network of public libraries serving residents of Humboldt County, Nevada with lending materials, information services, 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: Stanislaus County Library Triple: [Turlock, hasLibrarySystem, Stanislaus County Library]
Generated description
Stanislaus County Library is a public library system in California that provides books, digital resources, and community services through multiple branch locations across Stanislaus County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanislaus County Library Target entity description: Stanislaus County Library is a public library system in California that provides books, digital resources, and community services through multiple branch locations across Stanislaus County.
-
A.
Santa Clara County Library District
The Santa Clara County Library District is a public library system serving multiple communities in Santa Clara County, California with shared resources, programs, and services.
-
B.
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.
-
C.
Pinole Library
Pinole Library is a public library serving the community of Pinole, California, as part of the local public library system.
-
D.
Contra Costa County Library
Contra Costa County Library is a public library system serving communities throughout Contra Costa County, California, with multiple branches and library services.
-
E.
Humboldt County Library system
The Humboldt County Library system is a network of public libraries serving residents of Humboldt County, Nevada with lending materials, information services, 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb163b32688190b463a9cd8fa3c690 |
completed | March 31, 2026, 12:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5aded4048190b18604963784352c |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb762dd8348190bf74be4e7f5df1e7 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb24068908190977b266366e5ceea |
completed | March 31, 2026, 11:38 a.m. |
Created at: March 30, 2026, 4:48 p.m.