Triple
T13118373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horsham Township, Montgomery County, Pennsylvania |
E311655
|
entity |
| Predicate | hasEmergencyServices |
P464
|
FINISHED |
| Object |
Horsham Fire Company No. 1
Horsham Fire Company No. 1 is a volunteer fire department providing fire protection and emergency response services to Horsham Township in Montgomery County, Pennsylvania.
|
E1022311
|
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: Horsham Fire Company No. 1 | Statement: [Horsham Township, Montgomery County, Pennsylvania, hasEmergencyServices, Horsham Fire Company No. 1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Horsham Fire Company No. 1 Context triple: [Horsham Township, Montgomery County, Pennsylvania, hasEmergencyServices, Horsham Fire Company No. 1]
-
A.
Lansdowne Fire Company
Lansdowne Fire Company is a local fire and emergency services organization that provides firefighting, rescue, and related public safety support to the community of Lansdowne.
-
B.
Elsmere Fire Company
Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
-
C.
Broomall Fire Company
Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, Pennsylvania.
-
D.
Schuylkill Haven Fire Department
The Schuylkill Haven Fire Department is a local firefighting and emergency response agency serving the borough of Schuylkill Haven in Pennsylvania.
-
E.
Brookline Fire Company
Brookline Fire Company is a volunteer fire and emergency services organization serving the community of Haverford Township in Pennsylvania.
- 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: Horsham Fire Company No. 1 Triple: [Horsham Township, Montgomery County, Pennsylvania, hasEmergencyServices, Horsham Fire Company No. 1]
Generated description
Horsham Fire Company No. 1 is a volunteer fire department providing fire protection and emergency response services to Horsham Township in Montgomery County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Horsham Fire Company No. 1 Target entity description: Horsham Fire Company No. 1 is a volunteer fire department providing fire protection and emergency response services to Horsham Township in Montgomery County, Pennsylvania.
-
A.
Lansdowne Fire Company
Lansdowne Fire Company is a local fire and emergency services organization that provides firefighting, rescue, and related public safety support to the community of Lansdowne.
-
B.
Elsmere Fire Company
Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
-
C.
Broomall Fire Company
Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, Pennsylvania.
-
D.
Schuylkill Haven Fire Department
The Schuylkill Haven Fire Department is a local firefighting and emergency response agency serving the borough of Schuylkill Haven in Pennsylvania.
-
E.
Brookline Fire Company
Brookline Fire Company is a volunteer fire and emergency services organization serving the community of Haverford Township in Pennsylvania.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e284c3c881909d65e2ba89fbe7af |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e383dd8c8190872304c99b753152 |
completed | May 3, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e47b052c8190a6f6ca5a6bd210f5 |
completed | May 3, 2026, 6 a.m. |
Created at: April 9, 2026, 9:06 p.m.