Triple
T8437216
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vandalia, Ohio |
E199256
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Vandalia Division of Fire
Vandalia Division of Fire is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Vandalia, Ohio.
|
E733813
|
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: Vandalia Division of Fire | Statement: [Vandalia, Ohio, hasFireDepartment, Vandalia Division of Fire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vandalia Division of Fire Context triple: [Vandalia, Ohio, hasFireDepartment, Vandalia Division of Fire]
-
A.
Fairborn Fire Department
The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
-
B.
Fort McDowell Fire Department
The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
-
C.
Hoffman Estates Fire Department
The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
-
D.
Calumet City Fire Department
The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
-
E.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
- 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: Vandalia Division of Fire Triple: [Vandalia, Ohio, hasFireDepartment, Vandalia Division of Fire]
Generated description
Vandalia Division of Fire is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Vandalia, Ohio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vandalia Division of Fire Target entity description: Vandalia Division of Fire is the municipal fire and emergency services department responsible for fire protection, rescue operations, and emergency medical response in Vandalia, Ohio.
-
A.
Fairborn Fire Department
The Fairborn Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the community of Fairborn, Ohio.
-
B.
Fort McDowell Fire Department
The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
-
C.
Hoffman Estates Fire Department
The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
-
D.
Calumet City Fire Department
The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
-
E.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13446788190ad52a4fd6e8b498a |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d7d19608190ad3160fc00f8d4b0 |
completed | April 2, 2026, 7:40 a.m. |
| NEDg | Description generation | batch_69ce1ea3aaf881909562b65cefb20089 |
completed | April 2, 2026, 7:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1f8d748c81909b331ed822919447 |
completed | April 2, 2026, 7:49 a.m. |
Created at: March 30, 2026, 6:08 p.m.