Triple
T130981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Birmingham campaign |
E2652
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object |
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.
|
E15205
|
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 Police Department | Statement: [Birmingham campaign, opposedBy, Birmingham Police Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birmingham Police Department Context triple: [Birmingham campaign, opposedBy, Birmingham Police Department]
-
A.
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.
-
B.
Newton Police Department
The Newton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Newton, Massachusetts.
-
C.
Portland Police Bureau
The Portland Police Bureau is the municipal law enforcement agency responsible for policing the city of Portland, Oregon.
-
D.
Birmingham
Birmingham is a major industrial city in England’s West Midlands, historically significant for its manufacturing heritage and heavy bombing during the Second World War.
-
E.
Los Angeles Police Department
The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
- 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 Police Department Triple: [Birmingham campaign, opposedBy, Birmingham Police Department]
Generated description
The Birmingham Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Birmingham, Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birmingham Police Department Target entity description: The Birmingham Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Birmingham, Alabama.
-
A.
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.
-
B.
Newton Police Department
The Newton Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Newton, Massachusetts.
-
C.
Portland Police Bureau
The Portland Police Bureau is the municipal law enforcement agency responsible for policing the city of Portland, Oregon.
-
D.
Birmingham
Birmingham is a major industrial city in England’s West Midlands, historically significant for its manufacturing heritage and heavy bombing during the Second World War.
-
E.
Los Angeles Police Department
The Los Angeles Police Department is the primary law enforcement agency for the city of Los Angeles, responsible for maintaining public safety, investigating crimes, and enforcing local and state laws.
- 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_69a2520c0f3481908b0ed054a2fca8d0 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a25785ad5c819097c00f31719fea7e |
completed | Feb. 28, 2026, 2:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2aa46feb88190811b3db0f47325d7 |
completed | Feb. 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69a2ac372024819080e123e726aecee0 |
completed | Feb. 28, 2026, 8:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2acb4879081908b303636922f10a0 |
completed | Feb. 28, 2026, 8:52 a.m. |
Created at: Feb. 28, 2026, 2:30 a.m.