Triple
T5941415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Castle, Pennsylvania |
E132172
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object |
New Castle Fire Department
The New Castle Fire Department is the municipal firefighting and emergency response agency serving the city of New Castle, Pennsylvania.
|
E555353
|
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: New Castle Fire Department | Statement: [New Castle, Pennsylvania, hasFireService, New Castle Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Castle Fire Department Context triple: [New Castle, Pennsylvania, hasFireService, New Castle Fire Department]
-
A.
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.
-
B.
Wilmington Fire Department
The Wilmington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in Wilmington, Massachusetts.
-
C.
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.
-
D.
Hampden Fire Department
The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
-
E.
Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
- 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: New Castle Fire Department Triple: [New Castle, Pennsylvania, hasFireService, New Castle Fire Department]
Generated description
The New Castle Fire Department is the municipal firefighting and emergency response agency serving the city of New Castle, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Castle Fire Department Target entity description: The New Castle Fire Department is the municipal firefighting and emergency response agency serving the city of New Castle, Pennsylvania.
-
A.
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.
-
B.
Wilmington Fire Department
The Wilmington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in Wilmington, Massachusetts.
-
C.
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.
-
D.
Hampden Fire Department
The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
-
E.
Johnston Fire Department
The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c039346a7c81908d94081b666e1d79 |
completed | March 22, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c079dfe4819097598ec1f564e810 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c154b148819099d6f601e3a542aa |
completed | March 23, 2026, 4:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c1df5b1c8190824d40d7f24c60cd |
completed | March 23, 2026, 4:30 a.m. |
Created at: March 22, 2026, 4:01 p.m.