Triple
T9638888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery, Ohio |
E233006
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Montgomery Fire Department
The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
|
E813194
|
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: Montgomery Fire Department | Statement: [Montgomery, Ohio, hasEmergencyServices, Montgomery Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montgomery Fire Department Context triple: [Montgomery, Ohio, hasEmergencyServices, Montgomery Fire Department]
-
A.
Montgomery Police Department
The Montgomery Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Montgomery, Ohio.
-
B.
Moody Fire Department
The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
-
C.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
-
D.
Baltimore City Fire Department
The Baltimore City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Baltimore, Maryland.
-
E.
Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
- 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: Montgomery Fire Department Triple: [Montgomery, Ohio, hasEmergencyServices, Montgomery Fire Department]
Generated description
The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montgomery Fire Department Target entity description: The Montgomery Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for the community of Montgomery, Ohio.
-
A.
Montgomery Police Department
The Montgomery Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in Montgomery, Ohio.
-
B.
Moody Fire Department
The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
-
C.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
-
D.
Baltimore City Fire Department
The Baltimore City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations within the city of Baltimore, Maryland.
-
E.
Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
- 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b532aa4819087b56be6f5635126 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d189fd53fc8190bc36f2b8e0e21036 |
completed | April 4, 2026, 10 p.m. |
| NEDg | Description generation | batch_69d18acf86588190bc000f701bcaaa1c |
completed | April 4, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18ba396cc8190a3ded2ac3968c553 |
completed | April 4, 2026, 10:07 p.m. |
Created at: March 30, 2026, 8:11 p.m.