Triple
T5617336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Van Buren Township, Michigan |
E147509
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Van Buren Township Fire Department
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
|
E537146
|
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: Van Buren Township Fire Department | Statement: [Van Buren Township, Michigan, hasEmergencyServices, Van Buren Township Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Van Buren Township Fire Department Context triple: [Van Buren Township, Michigan, hasEmergencyServices, Van Buren Township Fire Department]
-
A.
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.
-
B.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
C.
Prairie Band Potawatomi Nation Fire Department
The Prairie Band Potawatomi Nation Fire Department is the tribal fire and emergency services agency that provides fire protection, rescue, and related emergency response for the Prairie Band Potawatomi Nation community and its lands.
-
D.
Bourne Fire Department
The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
-
E.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
- 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: Van Buren Township Fire Department Triple: [Van Buren Township, Michigan, hasEmergencyServices, Van Buren Township Fire Department]
Generated description
The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Van Buren Township Fire Department Target entity description: The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
-
A.
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.
-
B.
Fairburn Fire Department
The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
-
C.
Prairie Band Potawatomi Nation Fire Department
The Prairie Band Potawatomi Nation Fire Department is the tribal fire and emergency services agency that provides fire protection, rescue, and related emergency response for the Prairie Band Potawatomi Nation community and its lands.
-
D.
Bourne Fire Department
The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
-
E.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c021dc04c081909f36e40394e7c955 |
completed | March 22, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d55b95c8190a5f3e2c05249c136 |
completed | March 22, 2026, 8:13 p.m. |
| NEDg | Description generation | batch_69c04ed9159481909adeb9228ce59d0e |
completed | March 22, 2026, 8:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f7b889c81909db7cb4baf40ed80 |
completed | March 22, 2026, 8:22 p.m. |
Created at: March 22, 2026, 3:40 p.m.