Triple
T9270530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schuylkill Haven, Pennsylvania |
E222811
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
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.
|
E789053
|
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: Schuylkill Haven Fire Department | Statement: [Schuylkill Haven, Pennsylvania, hasEmergencyService, Schuylkill Haven Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schuylkill Haven Fire Department Context triple: [Schuylkill Haven, Pennsylvania, hasEmergencyService, Schuylkill Haven Fire Department]
-
A.
Broomall Fire Company
Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, Pennsylvania.
-
B.
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.
-
C.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
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.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
- 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: Schuylkill Haven Fire Department Triple: [Schuylkill Haven, Pennsylvania, hasEmergencyService, Schuylkill Haven Fire Department]
Generated description
The Schuylkill Haven Fire Department is a local firefighting and emergency response agency serving the borough of Schuylkill Haven in Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schuylkill Haven Fire Department Target entity description: The Schuylkill Haven Fire Department is a local firefighting and emergency response agency serving the borough of Schuylkill Haven in Pennsylvania.
-
A.
Broomall Fire Company
Broomall Fire Company is a volunteer fire and emergency services organization serving the community of Marple Township in Delaware County, Pennsylvania.
-
B.
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.
-
C.
Swissvale Volunteer Fire Department
The Swissvale Volunteer Fire Department is a community-based firefighting and emergency response organization serving the borough of Swissvale, Pennsylvania.
-
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.
Fairview Fire Department
The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
- 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_69ca841ffe208190aa7bcffbef2f8379 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd078525308190abfb883123742d3f |
completed | April 1, 2026, 11:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c2ca500819083ef4aa37f3e3a7f |
completed | April 4, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69d09d5047e8819082dbb2e44547b41c |
completed | April 4, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09dec544c819095e2109d5e1671d3 |
completed | April 4, 2026, 5:13 a.m. |
Created at: March 30, 2026, 7:33 p.m.