Triple
T16144223
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Humboldt County Code |
E391736
|
entity |
| Predicate | enforcedBy |
P1115
|
FINISHED |
| Object |
Humboldt County Code Enforcement Division
The Humboldt County Code Enforcement Division is a local government agency responsible for investigating complaints and ensuring compliance with land use, building, and public nuisance regulations throughout Humboldt County.
|
E1195853
|
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: Humboldt County Code Enforcement Division | Statement: [Humboldt County Code, enforcedBy, Humboldt County Code Enforcement Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humboldt County Code Enforcement Division Context triple: [Humboldt County Code, enforcedBy, Humboldt County Code Enforcement Division]
-
A.
Humboldt County Code
Humboldt County Code is the codified collection of local laws and ordinances governing Humboldt County, California.
-
B.
Humboldt County Commission
The Humboldt County Commission is the elected governing board responsible for setting policy, overseeing county services, and managing the budget for Humboldt County, Nevada.
-
C.
Humboldt County Board of Supervisors
The Humboldt County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Humboldt County, California.
-
D.
Placer County Code
Placer County Code is the codified collection of local laws and ordinances that govern activities and regulations within Placer County, California.
-
E.
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.
- 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: Humboldt County Code Enforcement Division Triple: [Humboldt County Code, enforcedBy, Humboldt County Code Enforcement Division]
Generated description
The Humboldt County Code Enforcement Division is a local government agency responsible for investigating complaints and ensuring compliance with land use, building, and public nuisance regulations throughout Humboldt County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humboldt County Code Enforcement Division Target entity description: The Humboldt County Code Enforcement Division is a local government agency responsible for investigating complaints and ensuring compliance with land use, building, and public nuisance regulations throughout Humboldt County.
-
A.
Humboldt County Code
Humboldt County Code is the codified collection of local laws and ordinances governing Humboldt County, California.
-
B.
Humboldt County Commission
The Humboldt County Commission is the elected governing board responsible for setting policy, overseeing county services, and managing the budget for Humboldt County, Nevada.
-
C.
Humboldt County Board of Supervisors
The Humboldt County Board of Supervisors is the elected governing body responsible for setting policy, passing local ordinances, and overseeing the administration and budget of Humboldt County, California.
-
D.
Placer County Code
Placer County Code is the codified collection of local laws and ordinances that govern activities and regulations within Placer County, California.
-
E.
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.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21d92b0408190a010bd8e5193aa36 |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff2b9322c8190a773681679f9ad79 |
completed | May 10, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_69fff39371648190b3f694df00ff4f3e |
completed | May 10, 2026, 2:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff47a52cc8190b0ad7c37ea444159 |
completed | May 10, 2026, 2:59 a.m. |
Created at: April 10, 2026, 5:01 a.m.