Triple
T9821090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayfield Heights |
E238531
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Mayfield Heights Fire Department
The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
|
E825215
|
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: Mayfield Heights Fire Department | Statement: [Mayfield Heights, hasPublicService, Mayfield Heights Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mayfield Heights Fire Department Context triple: [Mayfield Heights, hasPublicService, Mayfield Heights Fire Department]
-
A.
Mayfield Heights Police Department
The Mayfield Heights Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Mayfield Heights, Ohio.
-
B.
Beavercreek Township Fire Department
The Beavercreek Township Fire Department is the local fire and emergency medical services agency serving the community of Beavercreek, Ohio.
-
C.
Cleveland Fire Brigade
Cleveland Fire Brigade is the statutory fire and rescue service responsible for protecting lives and property across the former county of Cleveland in North East England, including areas such as Hartlepool, Middlesbrough, Redcar and Cleveland, and Stockton-on-Tees.
-
D.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
E.
Columbiana Fire Department
The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
- 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: Mayfield Heights Fire Department Triple: [Mayfield Heights, hasPublicService, Mayfield Heights Fire Department]
Generated description
The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mayfield Heights Fire Department Target entity description: The Mayfield Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Mayfield Heights.
-
A.
Mayfield Heights Police Department
The Mayfield Heights Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Mayfield Heights, Ohio.
-
B.
Beavercreek Township Fire Department
The Beavercreek Township Fire Department is the local fire and emergency medical services agency serving the community of Beavercreek, Ohio.
-
C.
Cleveland Fire Brigade
Cleveland Fire Brigade is the statutory fire and rescue service responsible for protecting lives and property across the former county of Cleveland in North East England, including areas such as Hartlepool, Middlesbrough, Redcar and Cleveland, and Stockton-on-Tees.
-
D.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
E.
Columbiana Fire Department
The Columbiana Fire Department is the municipal fire and emergency response agency serving the city of Columbiana, Alabama.
- 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_69ca84dfde1481909f47c286d715f892 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3147ecc81908cfca84c05a367d9 |
completed | April 2, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5b9110881909405d94e0db40eac |
completed | April 5, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69d1d6815e28819081788393cda63bc0 |
completed | April 5, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d74e7a148190a9470745bfd7ad42 |
completed | April 5, 2026, 3:30 a.m. |
Created at: March 30, 2026, 8:31 p.m.