Triple

T739242
Position Surface form Disambiguated ID Type / Status
Subject Birmingham Police Department E15205 entity
Predicate legalAuthority P125 FINISHED
Object 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.
 E87829 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: Birmingham municipal code | Statement: [Birmingham Police Department, legalAuthority, Birmingham municipal code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birmingham municipal code
Context triple: [Birmingham Police Department, legalAuthority, Birmingham municipal code]
  • A. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • B. Birmingham City Council
    Birmingham City Council is the local government authority responsible for providing public services and administration for the city of Birmingham, England.
  • C. Birmingham City Council
    Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
  • D. Code of Alabama
    The Code of Alabama is the official compilation of the general and permanent laws of the U.S. state of Alabama, serving as the primary legal framework for state and local governance.
  • E. Portland City Code
    Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
  • 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: Birmingham municipal code
Triple: [Birmingham Police Department, legalAuthority, Birmingham municipal code]
Generated description
The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Birmingham municipal code
Target entity description: The Birmingham municipal code is the body of local laws and ordinances that governs municipal operations and public conduct within the city of Birmingham.
  • A. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • B. Birmingham City Council
    Birmingham City Council is the local government authority responsible for providing public services and administration for the city of Birmingham, England.
  • C. Birmingham City Council
    Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
  • D. Code of Alabama
    The Code of Alabama is the official compilation of the general and permanent laws of the U.S. state of Alabama, serving as the primary legal framework for state and local governance.
  • E. Portland City Code
    Portland City Code is the compilation of municipal laws and regulations that govern the City of Portland, Oregon.
  • 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5f3b6388190b5ca3fa31416b61a completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a618c248190ab1bcecba04d3da8 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b4c8bb88190aa413a4bed256129 completed March 3, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a64beaafa0819099b02cca0f6c79b7 completed March 3, 2026, 2:48 a.m.
Created at: March 1, 2026, 7:37 p.m.