Triple

T30633591

Position	Surface form	Disambiguated ID	Type / Status
Subject	Unincorporated Riverside County	`E779772`	entity
Predicate	codeEnforcedBy	`P104153`	FINISHED
Object	Riverside County Code Enforcement Riverside County Code Enforcement is the county agency responsible for investigating and enforcing local codes and ordinances related to property use, safety, and nuisance issues in unincorporated areas of Riverside County.	`E1924096`	NE FINISHED

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: Riverside County Code Enforcement | Statement: [Unincorporated Riverside County, codeEnforcedBy, Riverside County Code Enforcement]

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: Riverside County Code Enforcement
Triple: [Unincorporated Riverside County, codeEnforcedBy, Riverside County Code Enforcement]

Generated description

Riverside County Code Enforcement is the county agency responsible for investigating and enforcing local codes and ordinances related to property use, safety, and nuisance issues in unincorporated areas of Riverside County.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: codeEnforcedBy
Context triple: [Unincorporated Riverside County, codeEnforcedBy, Riverside County Code Enforcement]

A. alsoEnforcedBy chosen
Indicates that the same rule, policy, or constraint is enforced by an additional authority, mechanism, or entity beyond the primary one.
B. codeFor
Indicates that one entity serves as the implementation, encoding, or programmatic representation for another entity.
C. codifiedIn
Indicates that something is formally recorded, defined, or established within a specific document, code, or legal/institutional text.
D. codifiedThrough
Indicates that something is formally established, expressed, or made authoritative by means of a specific codification process, document, or legal/institutional mechanism.
E. isOfficialCodeFor
Indicates that one entity serves as the formally recognized or authorized code that designates or identifies another entity.
F. None of above.

Provenance (6 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_69f224a431548190a44ad9d088dbf91f`	completed	April 29, 2026, 3:32 p.m.
NER	Named-entity recognition	`batch_69f68a4ef69881909434a14b0f43e6bf`	completed	May 2, 2026, 11:35 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2863efb21881908d6ebdbeed6decc4`	completed	June 9, 2026, 7:05 p.m.
NEDg	Description generation	`batch_6a2864c56f7c8190a58fc3d7c85669ad`	completed	June 9, 2026, 7:08 p.m.
NED2	Entity disambiguation (via description)	`batch_6a28653331c08190b467fba620124049`	completed	June 9, 2026, 7:10 p.m.
PD	Predicate disambiguation	`batch_69f67e448a9c8190b591374d98799fe3`	completed	May 2, 2026, 10:44 p.m.

Created at: April 29, 2026, 8:28 p.m.