Triple
T4641476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baltimore County Council |
E101665
|
entity |
| Predicate | creates |
P490
|
FINISHED |
| Object |
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.
|
E457787
|
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: Baltimore County Code (local ordinances) | Statement: [Baltimore County Council, creates, Baltimore County Code (local ordinances)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Code (local ordinances) Context triple: [Baltimore County Council, creates, Baltimore County Code (local ordinances)]
-
A.
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.
-
B.
Montgomery County Code
The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
-
C.
Prince William County Code
The Prince William County Code is the comprehensive collection of local laws and ordinances governing Prince William County, Virginia.
-
D.
Birmingham municipal code
The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
-
E.
Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
- 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: Baltimore County Code (local ordinances) Triple: [Baltimore County Council, creates, Baltimore County Code (local ordinances)]
Generated description
The Baltimore County Code is the comprehensive collection of local laws and regulations governing Baltimore County, Maryland, enacted by the Baltimore County Council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Baltimore County Code (local ordinances) Target entity description: The Baltimore County Code is the comprehensive collection of local laws and regulations governing Baltimore County, Maryland, enacted by the Baltimore County Council.
-
A.
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.
-
B.
Montgomery County Code
The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
-
C.
Prince William County Code
The Prince William County Code is the comprehensive collection of local laws and ordinances governing Prince William County, Virginia.
-
D.
Birmingham municipal code
The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
-
E.
Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
- 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_69bd43d3bc7c81908f81fcf380476b0f |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a91b7748190b0b080af76e7b39f |
completed | March 20, 2026, 2:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfad2fa588190aa2206ad987c5d70 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.