Triple
T16146142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Daytona Beach municipal code |
E391785
|
entity |
| Predicate | enforcedBy |
P1115
|
FINISHED |
| Object |
Daytona Beach Code Enforcement Division
The Daytona Beach Code Enforcement Division is a municipal agency responsible for ensuring compliance with local ordinances and regulations to maintain public safety, health, and neighborhood standards in Daytona Beach.
|
E1197273
|
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: Daytona Beach Code Enforcement Division | Statement: [Daytona Beach municipal code, enforcedBy, Daytona Beach Code Enforcement Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daytona Beach Code Enforcement Division Context triple: [Daytona Beach municipal code, enforcedBy, Daytona Beach Code Enforcement Division]
-
A.
Daytona Beach municipal code
The Daytona Beach municipal code is the body of local laws and regulations governing city operations, public conduct, land use, and services within Daytona Beach, Florida.
-
B.
Daytona Beach Police Department
The Daytona Beach Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Daytona Beach, Florida.
-
C.
Daytona Beach City Commission
The Daytona Beach City Commission is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing the governance of Daytona Beach, Florida.
-
D.
Daytona Beach Shores
Daytona Beach Shores is a small coastal city in Volusia County, Florida, known for its beachfront resorts and location along the Atlantic shoreline near Daytona Beach.
-
E.
City of Daytona Beach
The City of Daytona Beach is a coastal Florida city renowned for its wide hard-packed sands, motorsports heritage, and status as a major tourist destination.
- 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: Daytona Beach Code Enforcement Division Triple: [Daytona Beach municipal code, enforcedBy, Daytona Beach Code Enforcement Division]
Generated description
The Daytona Beach Code Enforcement Division is a municipal agency responsible for ensuring compliance with local ordinances and regulations to maintain public safety, health, and neighborhood standards in Daytona Beach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daytona Beach Code Enforcement Division Target entity description: The Daytona Beach Code Enforcement Division is a municipal agency responsible for ensuring compliance with local ordinances and regulations to maintain public safety, health, and neighborhood standards in Daytona Beach.
-
A.
Daytona Beach municipal code
The Daytona Beach municipal code is the body of local laws and regulations governing city operations, public conduct, land use, and services within Daytona Beach, Florida.
-
B.
Daytona Beach Police Department
The Daytona Beach Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Daytona Beach, Florida.
-
C.
Daytona Beach City Commission
The Daytona Beach City Commission is the elected municipal legislative body responsible for setting policy, passing local ordinances, and overseeing the governance of Daytona Beach, Florida.
-
D.
Daytona Beach Shores
Daytona Beach Shores is a small coastal city in Volusia County, Florida, known for its beachfront resorts and location along the Atlantic shoreline near Daytona Beach.
-
E.
City of Daytona Beach
The City of Daytona Beach is a coastal Florida city renowned for its wide hard-packed sands, motorsports heritage, and status as a major tourist destination.
- 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_69e21d9376fc8190bd9ef586b00c1d3b |
completed | April 17, 2026, 11:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7a59c0481908eb346efaf10a0f6 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff8cc75b08190a5824dc35b751f93 |
completed | May 10, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff98b3d7c8190bb284321d17f58e2 |
completed | May 10, 2026, 3:20 a.m. |
Created at: April 10, 2026, 5:01 a.m.