Triple
T4096327
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham municipal code |
E87829
|
entity |
| Predicate | enforcedBy |
P1115
|
FINISHED |
| Object |
City of Birmingham government
The City of Birmingham government is the local governing body responsible for administering public services, implementing policies, and overseeing municipal operations within Birmingham, Alabama.
|
E2497
|
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 Birmingham government | Statement: [Birmingham municipal code, enforcedBy, City of Birmingham government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Birmingham government Context triple: [Birmingham municipal code, enforcedBy, City of Birmingham government]
-
A.
Birmingham City Council
Birmingham City Council is the local government authority responsible for providing public services and administration for the city of Birmingham, England.
-
B.
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.
-
C.
Bristol City Council
Bristol City Council is the local government authority responsible for providing public services and administration for the city of Bristol, England.
-
D.
Birmingham Police Department
The Birmingham Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Birmingham, Alabama.
-
E.
Metropolitan Borough of Birmingham
The Metropolitan Borough of Birmingham was a former local government district in England that encompassed the rapidly industrializing city of Birmingham and its surrounding areas before later administrative reorganization.
- 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 Birmingham government Triple: [Birmingham municipal code, enforcedBy, City of Birmingham government]
Generated description
The City of Birmingham government is the local governing body responsible for administering public services, implementing policies, and overseeing municipal operations within Birmingham, Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: City of Birmingham government Target entity description: The City of Birmingham government is the local governing body responsible for administering public services, implementing policies, and overseeing municipal operations within Birmingham, Alabama.
-
A.
Birmingham City Council
chosen
Birmingham City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance for the city of Birmingham, Alabama.
-
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.
Bristol City Council
Bristol City Council is the local government authority responsible for providing public services and administration for the city of Bristol, England.
-
D.
Birmingham Police Department
The Birmingham Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Birmingham, Alabama.
-
E.
Metropolitan Borough of Birmingham
The Metropolitan Borough of Birmingham was a former local government district in England that encompassed the rapidly industrializing city of Birmingham and its surrounding areas before later administrative reorganization.
- F. None of above.
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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefcdef11081908c626a89f2c0e121 |
completed | March 9, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6f8bb081908aa2d126fe3c9502 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f3cf1d081908e2fb778433fb2e8 |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56f99d490819093f92b4db63c5375 |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:40 p.m.