Triple
T8582702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazel Park, Michigan |
E203221
|
entity |
| Predicate | fireDepartment |
P8978
|
FINISHED |
| Object |
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.
|
E745058
|
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: Hazel Park Fire Department | Statement: [Hazel Park, Michigan, fireDepartment, Hazel Park Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hazel Park Fire Department Context triple: [Hazel Park, Michigan, fireDepartment, Hazel Park Fire Department]
-
A.
Hazel Park Police Department
The Hazel Park Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Hazel Park, Michigan.
-
B.
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.
-
C.
Allen Park Fire Department
The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
-
D.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
E.
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.
- 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: Hazel Park Fire Department Triple: [Hazel Park, Michigan, fireDepartment, Hazel Park Fire Department]
Generated description
The Hazel Park Fire Department is the municipal fire and emergency response agency serving the city of Hazel Park in Oakland County, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hazel Park Fire Department Target entity description: The Hazel Park Fire Department is the municipal fire and emergency response agency serving the city of Hazel Park in Oakland County, Michigan.
-
A.
Hazel Park Police Department
The Hazel Park Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Hazel Park, Michigan.
-
B.
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.
-
C.
Allen Park Fire Department
The Allen Park Fire Department is the municipal fire and emergency services agency serving the city of Allen Park, Michigan.
-
D.
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
E.
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.
- 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_69ca8329bb7c8190a63c643730839103 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbeb1d0edc8190b4495935275252f3 |
completed | March 31, 2026, 3:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea89e4658819090cc6e94e934670b |
completed | April 2, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69cea9cff1ec8190a0093fb42782341e |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaa9f7f8c8190965e86880ff141d5 |
completed | April 2, 2026, 5:42 p.m. |
Created at: March 30, 2026, 6:22 p.m.