Triple
T20920711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bedford City Council |
E515197
|
entity |
| Predicate | appliesToJurisdiction |
P82
|
FINISHED |
| Object |
City of Bedford municipal code
The City of Bedford municipal code is the body of local laws and regulations governing municipal operations, public conduct, land use, and services within the City of Bedford.
|
E1457920
|
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: City of Bedford municipal code | Statement: [Bedford City Council, appliesToJurisdiction, City of Bedford municipal code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Bedford municipal code Context triple: [Bedford City Council, appliesToJurisdiction, City of Bedford municipal code]
-
A.
City of Albany municipal code
The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
-
B.
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.
-
C.
Lakewood municipal code
The Lakewood municipal code is the body of local laws and regulations governing the city of Lakewood, enacted and enforced by its city council and municipal authorities.
-
D.
Newark municipal code
The Newark municipal code is the body of local laws and regulations governing the city of Newark, New Jersey, including public safety, administration, and community standards.
-
E.
Montgomery County Code
The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery 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: City of Bedford municipal code Triple: [Bedford City Council, appliesToJurisdiction, City of Bedford municipal code]
Generated description
The City of Bedford municipal code is the body of local laws and regulations governing municipal operations, public conduct, land use, and services within the City of Bedford.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Bedford municipal code Target entity description: The City of Bedford municipal code is the body of local laws and regulations governing municipal operations, public conduct, land use, and services within the City of Bedford.
-
A.
City of Albany municipal code
The City of Albany municipal code is the body of local laws and regulations that governs municipal operations, land use, public safety, and community standards within the City of Albany.
-
B.
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.
-
C.
Lakewood municipal code
The Lakewood municipal code is the body of local laws and regulations governing the city of Lakewood, enacted and enforced by its city council and municipal authorities.
-
D.
Newark municipal code
The Newark municipal code is the body of local laws and regulations governing the city of Newark, New Jersey, including public safety, administration, and community standards.
-
E.
Montgomery County Code
The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery 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_69e0b4f9d5ec8190bb2bd27350ed341c |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6ec677338819081410cbaa2846260 |
completed | April 21, 2026, 3:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a091fc8ddc88190b863f952ecfba75b |
completed | May 17, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a0920fa7e488190b92045b9bd619bba |
completed | May 17, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09216f7b188190b327efe8e4cceae1 |
completed | May 17, 2026, 2:01 a.m. |
Created at: April 16, 2026, 12:48 p.m.