Triple
T16045577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Blanc, Michigan |
E389208
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Grand Blanc Fire Department
The Grand Blanc Fire Department is the municipal fire and emergency response agency serving the community of Grand Blanc, Michigan.
|
E1192775
|
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: Grand Blanc Fire Department | Statement: [Grand Blanc, Michigan, hasPublicService, Grand Blanc Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Blanc Fire Department Context triple: [Grand Blanc, Michigan, hasPublicService, Grand Blanc Fire Department]
-
A.
Grand Blanc Police Department
The Grand Blanc Police Department is the local law enforcement agency responsible for public safety and policing services in Grand Blanc, Michigan.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Dearborn Heights Fire Department
The Dearborn Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Dearborn 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: Grand Blanc Fire Department Triple: [Grand Blanc, Michigan, hasPublicService, Grand Blanc Fire Department]
Generated description
The Grand Blanc Fire Department is the municipal fire and emergency response agency serving the community of Grand Blanc, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Blanc Fire Department Target entity description: The Grand Blanc Fire Department is the municipal fire and emergency response agency serving the community of Grand Blanc, Michigan.
-
A.
Grand Blanc Police Department
The Grand Blanc Police Department is the local law enforcement agency responsible for public safety and policing services in Grand Blanc, Michigan.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Dearborn Heights Fire Department
The Dearborn Heights Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Dearborn 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1835dd9a0819087e362cf5770232a |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe476d4488190abade3d6b4011435 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe63f757c81908c7dc3c5ae3075c6 |
completed | May 10, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe6b3f25481908dd4b6108b5d95c0 |
completed | May 10, 2026, 2 a.m. |
Created at: April 10, 2026, 4:56 a.m.