Triple
T7095687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of the City of Boston |
E165317
|
entity |
| Predicate | enforces |
P760
|
FINISHED |
| Object |
Boston municipal code
The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
|
E641894
|
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: Boston municipal code | Statement: [Government of the City of Boston, enforces, Boston municipal code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boston municipal code Context triple: [Government of the City of Boston, enforces, Boston municipal code]
-
A.
Boston City Charter
The Boston City Charter is the foundational legal document that establishes and governs the structure, powers, and operations of the municipal government of the City of Boston.
-
B.
Portland City Code
Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
-
C.
Chicago municipal code
The Chicago Municipal Code is the comprehensive collection of laws and ordinances governing the City of Chicago’s government operations, public conduct, and regulatory frameworks.
-
D.
Toronto Municipal Code
The Toronto Municipal Code is the comprehensive collection of by-laws and regulations governing municipal affairs and services in the City of Toronto.
-
E.
Beverly Hills Municipal Code
The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
- 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: Boston municipal code Triple: [Government of the City of Boston, enforces, Boston municipal code]
Generated description
The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boston municipal code Target entity description: The Boston municipal code is the comprehensive set of local laws and regulations that govern public conduct, land use, business activity, and municipal operations within the City of Boston.
-
A.
Boston City Charter
The Boston City Charter is the foundational legal document that establishes and governs the structure, powers, and operations of the municipal government of the City of Boston.
-
B.
Portland City Code
Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
-
C.
Chicago municipal code
The Chicago Municipal Code is the comprehensive collection of laws and ordinances governing the City of Chicago’s government operations, public conduct, and regulatory frameworks.
-
D.
Toronto Municipal Code
The Toronto Municipal Code is the comprehensive collection of by-laws and regulations governing municipal affairs and services in the City of Toronto.
-
E.
Beverly Hills Municipal Code
The Beverly Hills Municipal Code is the body of local laws and regulations governing the City of Beverly Hills, California, including its public safety, zoning, and municipal operations.
- 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_69c6887e8c10819091cee237560d32da |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5530f2081908ac969ddfa7e9b5a |
completed | March 27, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79c9e4efc8190acb011a0bd1f120f |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d4f009c819089fc20c262f0efdc |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79df3f5648190981176b6c9791181 |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:41 p.m.