Triple
T21895546
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shasta County government |
E540668
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object | Shasta County Public Works Department |
—
|
NE NERFINISHED |
How this triple was built (3 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: Shasta County Public Works Department | Statement: [Shasta County government, hasBranch, Shasta County Public Works Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shasta County Public Works Department Context triple: [Shasta County government, hasBranch, Shasta County Public Works Department]
-
A.
Shasta County government
Shasta County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Shasta County in Northern California.
-
B.
Placer County Public Works Department
The Placer County Public Works Department is the county agency responsible for planning, building, and maintaining Placer County’s transportation, road, and related public infrastructure systems.
-
C.
Kern County public works
Kern County public works is the county government department responsible for planning, building, and maintaining Kern County’s public infrastructure and related services.
-
D.
Tuolumne Utilities District
Tuolumne Utilities District is a public water and wastewater service agency that provides municipal water and related utility services to communities in Tuolumne County, California.
-
E.
San Joaquin County Community Development Department
The San Joaquin County Community Development Department is a local government agency responsible for land use planning, permitting, and development regulation within San Joaquin County, California.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shasta County Public Works Department Target entity description: The Shasta County Public Works Department is the county agency responsible for planning, building, and maintaining Shasta County’s public infrastructure, including roads, bridges, and related facilities.
-
A.
Shasta County government
chosen
Shasta County government is the local administrative authority responsible for providing public services, law enforcement, and governance for communities within Shasta County in Northern California.
-
B.
Placer County Public Works Department
The Placer County Public Works Department is the county agency responsible for planning, building, and maintaining Placer County’s transportation, road, and related public infrastructure systems.
-
C.
Kern County public works
Kern County public works is the county government department responsible for planning, building, and maintaining Kern County’s public infrastructure and related services.
-
D.
Tuolumne Utilities District
Tuolumne Utilities District is a public water and wastewater service agency that provides municipal water and related utility services to communities in Tuolumne County, California.
-
E.
San Joaquin County Community Development Department
The San Joaquin County Community Development Department is a local government agency responsible for land use planning, permitting, and development regulation within San Joaquin County, California.
- F. None of above.
Provenance (2 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_69e0c47a95908190ae3e19b716accb3d |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f11fc6062c81908bf0aad7c6b99932 |
completed | April 28, 2026, 8:59 p.m. |
Created at: April 16, 2026, 7:07 p.m.