Triple
T9315990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wayne, Michigan |
E224120
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Wayne Fire Department
The Wayne Fire Department is the municipal fire and emergency services agency serving the city of Wayne, Michigan.
|
E791103
|
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: Wayne Fire Department | Statement: [Wayne, Michigan, hasFireDepartment, Wayne Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wayne Fire Department Context triple: [Wayne, Michigan, hasFireDepartment, Wayne Fire Department]
-
A.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
B.
Avon Fire Department
The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
-
C.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
D.
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.
-
E.
Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
- 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: Wayne Fire Department Triple: [Wayne, Michigan, hasFireDepartment, Wayne Fire Department]
Generated description
The Wayne Fire Department is the municipal fire and emergency services agency serving the city of Wayne, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wayne Fire Department Target entity description: The Wayne Fire Department is the municipal fire and emergency services agency serving the city of Wayne, Michigan.
-
A.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
B.
Avon Fire Department
The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
-
C.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
-
D.
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.
-
E.
Atlantic Fire Department
The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
- 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_69ca8425f4fc81909c1c586e9a5b7530 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd358846e48190a8aacfab19d88ae7 |
completed | April 1, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0c7acba54819086da668f234321de |
completed | April 4, 2026, 8:11 a.m. |
| NEDg | Description generation | batch_69d0c8d9caf88190b595fe2fdf925394 |
completed | April 4, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0caeb3bf8819082afe90dec3364ec |
completed | April 4, 2026, 8:25 a.m. |
Created at: March 30, 2026, 7:37 p.m.