Triple
T2996565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbiana, Alabama |
E81082
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object |
Columbiana Fire Department
The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
|
E320985
|
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: Columbiana Fire Department | Statement: [Columbiana, Alabama, hasFireService, Columbiana Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbiana Fire Department Context triple: [Columbiana, Alabama, hasFireService, Columbiana Fire Department]
-
A.
Columbiana Police Department
The Columbiana Police Department is the municipal law enforcement agency responsible for public safety and policing services within the city of Columbiana, Alabama.
-
B.
University Park Fire Department
The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
-
C.
Sterling Heights Fire Department
The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
-
D.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
-
E.
Lexington Fire Department
The Lexington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Lexington, Massachusetts.
- 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: Columbiana Fire Department Triple: [Columbiana, Alabama, hasFireService, Columbiana Fire Department]
Generated description
The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbiana Fire Department Target entity description: The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
-
A.
Columbiana Police Department
The Columbiana Police Department is the municipal law enforcement agency responsible for public safety and policing services within the city of Columbiana, Alabama.
-
B.
University Park Fire Department
The University Park Fire Department is the municipal emergency services agency responsible for providing fire protection, rescue, and related public safety services to the community of University Park.
-
C.
Sterling Heights Fire Department
The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
-
D.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
-
E.
Lexington Fire Department
The Lexington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Lexington, Massachusetts.
- 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_69ad8b187fc8819085914d3c9ea3142d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99f481688190ae8cd1e057f9dfc7 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1de9d8f6c81909c216efbf2f720fc |
completed | March 11, 2026, 9:29 p.m. |
| NEDg | Description generation | batch_69b1dfa2fb28819089d7d76d9dc72e06 |
completed | March 11, 2026, 9:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e0243a848190bce24d035a79fc0a |
completed | March 11, 2026, 9:35 p.m. |
Created at: March 8, 2026, 2:59 p.m.