Triple
T15020846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbia County government |
E378078
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object |
Columbia County Code of Ordinances
The Columbia County Code of Ordinances is the comprehensive collection of local laws and regulations that govern activities, land use, public safety, and administration within Columbia County.
|
E1134058
|
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: Columbia County Code of Ordinances | Statement: [Columbia County government, follows, Columbia County Code of Ordinances]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbia County Code of Ordinances Context triple: [Columbia County government, follows, Columbia County Code of Ordinances]
-
A.
Montgomery County Code
The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
-
B.
Prince William County Code
The Prince William County Code is the comprehensive collection of local laws and ordinances governing Prince William County, Virginia.
-
C.
Baltimore County Code (local ordinances)
The Baltimore County Code is the comprehensive collection of local laws and regulations governing Baltimore County, Maryland, enacted by the Baltimore County Council.
-
D.
Calvert County Charter and local ordinances
Calvert County Charter and local ordinances comprise the fundamental local laws and governing framework that define the powers, structure, and regulations of Calvert County, Maryland.
-
E.
Board of County Commissioners of Columbia County
The Board of County Commissioners of Columbia County is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Columbia County, Pennsylvania.
- 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: Columbia County Code of Ordinances Triple: [Columbia County government, follows, Columbia County Code of Ordinances]
Generated description
The Columbia County Code of Ordinances is the comprehensive collection of local laws and regulations that govern activities, land use, public safety, and administration within Columbia County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbia County Code of Ordinances Target entity description: The Columbia County Code of Ordinances is the comprehensive collection of local laws and regulations that govern activities, land use, public safety, and administration within Columbia County.
-
A.
Montgomery County Code
The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
-
B.
Prince William County Code
The Prince William County Code is the comprehensive collection of local laws and ordinances governing Prince William County, Virginia.
-
C.
Baltimore County Code (local ordinances)
The Baltimore County Code is the comprehensive collection of local laws and regulations governing Baltimore County, Maryland, enacted by the Baltimore County Council.
-
D.
Calvert County Charter and local ordinances
Calvert County Charter and local ordinances comprise the fundamental local laws and governing framework that define the powers, structure, and regulations of Calvert County, Maryland.
-
E.
Board of County Commissioners of Columbia County
The Board of County Commissioners of Columbia County is the elected governing body responsible for setting policy, overseeing county services, and managing the budget for Columbia County, Pennsylvania.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded765462c819097f331c9b39c80e3 |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe9dd2c96c8190a0368678584aaa16 |
completed | May 9, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69fea0c35b088190abf578ed016753cd |
completed | May 9, 2026, 2:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea16b16b8819080b31203189f8cfe |
completed | May 9, 2026, 2:52 a.m. |
Created at: April 10, 2026, 2:56 a.m.