Triple
T4826398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Miners Mills |
E107834
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object |
Wilkes-Barre Fire Department
The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
|
E475488
|
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: Wilkes-Barre Fire Department | Statement: [Miners Mills, hasFireProtection, Wilkes-Barre Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wilkes-Barre Fire Department Context triple: [Miners Mills, hasFireProtection, Wilkes-Barre Fire Department]
-
A.
Wilkes-Barre Police Department
The Wilkes-Barre Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Wilkes-Barre, Pennsylvania.
-
B.
Lancaster Fire Department
The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
-
C.
Upland Borough Fire Department
The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
-
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.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
- 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: Wilkes-Barre Fire Department Triple: [Miners Mills, hasFireProtection, Wilkes-Barre Fire Department]
Generated description
The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wilkes-Barre Fire Department Target entity description: The Wilkes-Barre Fire Department is a municipal fire and emergency services agency serving the city of Wilkes-Barre, Pennsylvania, and its surrounding neighborhoods.
-
A.
Wilkes-Barre Police Department
The Wilkes-Barre Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Wilkes-Barre, Pennsylvania.
-
B.
Lancaster Fire Department
The Lancaster Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in Lancaster, Texas.
-
C.
Upland Borough Fire Department
The Upland Borough Fire Department is the local fire and emergency response agency serving the community of Upland in Delaware County, Pennsylvania.
-
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.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
- 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_69bd43fac8188190803f0327190621e4 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6caf22308190a2048ec6acfa5af2 |
completed | March 20, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cb748d081908fc32b2cea994b35 |
completed | March 21, 2026, 8:54 a.m. |
| NEDg | Description generation | batch_69be607df6648190be22b5bc0d6531b4 |
completed | March 21, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be611da7c08190b644cfbcb30741fc |
completed | March 21, 2026, 9:13 a.m. |
Created at: March 20, 2026, 1:24 p.m.