Triple
T10121681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grosse Ile Township, Michigan |
E223304
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Grosse Ile Township Fire Department
The Grosse Ile Township Fire Department is the local fire and emergency response agency serving the community of Grosse Ile Township, Michigan.
|
E843788
|
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: Grosse Ile Township Fire Department | Statement: [Grosse Ile Township, Michigan, hasEmergencyServices, Grosse Ile Township Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grosse Ile Township Fire Department Context triple: [Grosse Ile Township, Michigan, hasEmergencyServices, Grosse Ile Township Fire Department]
-
A.
Grosse Ile Township Police Department
The Grosse Ile Township Police Department is the local law enforcement agency responsible for public safety and policing services in Grosse Ile Township, Michigan.
-
B.
North Royalton Fire Department
The North Royalton Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in North Royalton, Ohio.
-
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.
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.
-
E.
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.
- 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: Grosse Ile Township Fire Department Triple: [Grosse Ile Township, Michigan, hasEmergencyServices, Grosse Ile Township Fire Department]
Generated description
The Grosse Ile Township Fire Department is the local fire and emergency response agency serving the community of Grosse Ile Township, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grosse Ile Township Fire Department Target entity description: The Grosse Ile Township Fire Department is the local fire and emergency response agency serving the community of Grosse Ile Township, Michigan.
-
A.
Grosse Ile Township Police Department
The Grosse Ile Township Police Department is the local law enforcement agency responsible for public safety and policing services in Grosse Ile Township, Michigan.
-
B.
North Royalton Fire Department
The North Royalton Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and emergency medical response in North Royalton, Ohio.
-
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.
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.
-
E.
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.
- 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_69ca8422047c81909d66b717b8b18cf3 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd266b18c8190b35fe637c912e756 |
completed | April 2, 2026, 2:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e5b6101081909c97956591b01af9 |
completed | April 5, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69d2e6f0aa988190aa9a866afcc2a1a2 |
completed | April 5, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e78384f48190abb7bdd7fcadcd9a |
completed | April 5, 2026, 10:51 p.m. |
Created at: March 30, 2026, 9:04 p.m.