Triple
T17818006
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Delta Township, Michigan |
E444896
|
entity |
| Predicate | hasPublicService |
P6352
|
FINISHED |
| Object |
Delta Township Fire Department
The Delta Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response within Delta Township, Michigan.
|
E1289515
|
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: Delta Township Fire Department | Statement: [Delta Township, Michigan, hasPublicService, Delta Township Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Delta Township Fire Department Context triple: [Delta Township, Michigan, hasPublicService, Delta 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.
Hamilton Township Fire Department
The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
-
C.
Liberty Township Fire Department
Liberty Township Fire Department is the local emergency response agency that provides fire protection and related services to the Powell, Ohio area.
-
D.
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.
-
E.
Meridian Township Fire Department
The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in 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: Delta Township Fire Department Triple: [Delta Township, Michigan, hasPublicService, Delta Township Fire Department]
Generated description
The Delta Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response within Delta Township, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Delta Township Fire Department Target entity description: The Delta Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response within Delta Township, Michigan.
-
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.
Hamilton Township Fire Department
The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
-
C.
Liberty Township Fire Department
Liberty Township Fire Department is the local emergency response agency that provides fire protection and related services to the Powell, Ohio area.
-
D.
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.
-
E.
Meridian Township Fire Department
The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e488812df081909771d51c54c405fe |
completed | April 19, 2026, 7:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff6630a08190b907c773c77149bb |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a03004cb0048190bf6891754474e317 |
completed | May 12, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0300bda62081908e6da214147079c2 |
completed | May 12, 2026, 10:28 a.m. |
Created at: April 10, 2026, 10:14 a.m.