Triple
T9135846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huron Township, Erie County, Ohio |
E219199
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Huron Township Fire Department
The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
|
E780078
|
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: Huron Township Fire Department | Statement: [Huron Township, Erie County, Ohio, hasEmergencyServices, Huron Township Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huron Township Fire Department Context triple: [Huron Township, Erie County, Ohio, hasEmergencyServices, Huron Township Fire Department]
-
A.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
B.
Canton Township Fire Department
The Canton Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for Canton Township, Michigan.
-
C.
Redford Township Fire Department
The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
-
D.
Hazel Park Fire Department
The Hazel Park Fire Department is the municipal fire and emergency response agency serving the city of Hazel Park in Oakland County, Michigan.
-
E.
Hurst Fire Department
The Hurst Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and emergency medical response in the city of Hurst, Texas.
- 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: Huron Township Fire Department Triple: [Huron Township, Erie County, Ohio, hasEmergencyServices, Huron Township Fire Department]
Generated description
The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huron Township Fire Department Target entity description: The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
-
A.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
B.
Canton Township Fire Department
The Canton Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety operations for Canton Township, Michigan.
-
C.
Redford Township Fire Department
The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
-
D.
Hazel Park Fire Department
The Hazel Park Fire Department is the municipal fire and emergency response agency serving the city of Hazel Park in Oakland County, Michigan.
-
E.
Hurst Fire Department
The Hurst Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue operations, and emergency medical response in the city of Hurst, Texas.
- 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_69ca83e012288190a5771058adbaabd2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8df68108190bb2df0583c5ad481 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047fb3c148190b2e1a19d4f76b550 |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d049aab8a881909d55bea9d457818f |
completed | April 3, 2026, 11:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d04a037ec48190abf97b518d1efab7 |
completed | April 3, 2026, 11:15 p.m. |
Created at: March 30, 2026, 7:18 p.m.