Triple
T6171086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Troy, Michigan |
E137696
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Troy Fire Department
The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
|
E575739
|
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: Troy Fire Department | Statement: [Troy, Michigan, hasFireDepartment, Troy Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Troy Fire Department Context triple: [Troy, Michigan, hasFireDepartment, Troy Fire Department]
-
A.
Troy Police Department
The Troy Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the city of Troy, Michigan.
-
B.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
C.
Watertown Fire Department
The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
-
D.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
E.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
- 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: Troy Fire Department Triple: [Troy, Michigan, hasFireDepartment, Troy Fire Department]
Generated description
The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Troy Fire Department Target entity description: The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
-
A.
Troy Police Department
The Troy Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services in the city of Troy, Michigan.
-
B.
Milton Fire Department
The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
-
C.
Watertown Fire Department
The Watertown Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and rescue services in Watertown, Massachusetts.
-
D.
Ross Fire Department
The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
-
E.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
- 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_69c008a68c508190a8d78245c865960e |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d910c3c8190ae6af548259295ff |
completed | March 22, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16ee938748190ad03e19c241b0881 |
completed | March 23, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69c1e26bd8688190a8689f6a0f8c0c74 |
completed | March 24, 2026, 1:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1e352fb648190ae6165b983294a60 |
completed | March 24, 2026, 1:05 a.m. |
Created at: March 22, 2026, 4:18 p.m.