Triple
T6784058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marple Township, Pennsylvania |
E155755
|
entity |
| Predicate | hasFireCompany |
P44903
|
FINISHED |
| Object |
Broomall Fire Company
Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, Pennsylvania.
|
E617778
|
NE FINISHED |
How this triple was built (5 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: Broomall Fire Company | Statement: [Marple Township, Pennsylvania, hasFireCompany, Broomall Fire Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broomall Fire Company Context triple: [Marple Township, Pennsylvania, hasFireCompany, Broomall Fire Company]
-
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.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
C.
Elsmere Fire Company
Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
-
D.
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.
-
E.
Union Fire Company
Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
- 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: Broomall Fire Company Triple: [Marple Township, Pennsylvania, hasFireCompany, Broomall Fire Company]
Generated description
Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broomall Fire Company Target entity description: Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, 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.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
C.
Elsmere Fire Company
Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
-
D.
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.
-
E.
Union Fire Company
Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFireCompany Context triple: [Marple Township, Pennsylvania, hasFireCompany, Broomall Fire Company]
-
A.
hasFireStation
chosen
Indicates that a location or area contains or is served by a fire station.
-
B.
hasFireServicesFrom
Indicates that one entity receives fire protection or firefighting services from another entity.
-
C.
hasFireServiceCollege
Indicates that an entity is associated with, or has jurisdiction over, a specific fire service training or educational college.
-
D.
fireRescue
Indicates a relationship where one entity performs or is responsible for rescuing people or property from fires or fire-related emergencies involving another entity.
-
E.
hasEmergencyServices
Indicates that the subject provides or is equipped with emergency response services (such as police, fire, or medical assistance).
- F. None of above.
Provenance (6 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_69c688162bf8819088b664b5c3b5be7a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d28bdc3c8190aa60616d89db66ed |
completed | March 27, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c712d5557881909614819deb335534 |
completed | March 27, 2026, 11:29 p.m. |
| NEDg | Description generation | batch_69c713c89a748190bd7bf280b82317f0 |
completed | March 27, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c714697330819082be2c9a871703f5 |
completed | March 27, 2026, 11:36 p.m. |
| PD | Predicate disambiguation | batch_69c6d095dcac8190bb9b943f50a7f885 |
completed | March 27, 2026, 6:46 p.m. |
Created at: March 27, 2026, 2:14 p.m.