Triple
T8858579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shippensburg, Pennsylvania |
E210824
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Shippensburg Fire Department
The Shippensburg Fire Department is the municipal fire and emergency response agency serving the community of Shippensburg, Pennsylvania.
|
E763579
|
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: Shippensburg Fire Department | Statement: [Shippensburg, Pennsylvania, hasFireDepartment, Shippensburg Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shippensburg Fire Department Context triple: [Shippensburg, Pennsylvania, hasFireDepartment, Shippensburg 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.
Shippensburg Township, Pennsylvania
Shippensburg Township, Pennsylvania is a municipal township located in Cumberland County in the south-central region of the state, adjacent to the borough of Shippensburg.
-
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.
South County Fire
South County Fire is a regional fire and emergency medical services agency serving Lynnwood and surrounding communities in south Snohomish County, Washington.
-
E.
Penn Hills Volunteer Fire Departments
Penn Hills Volunteer Fire Departments is a network of volunteer-based fire companies that provide firefighting and emergency response services to the Penn Hills community 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: Shippensburg Fire Department Triple: [Shippensburg, Pennsylvania, hasFireDepartment, Shippensburg Fire Department]
Generated description
The Shippensburg Fire Department is the municipal fire and emergency response agency serving the community of Shippensburg, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shippensburg Fire Department Target entity description: The Shippensburg Fire Department is the municipal fire and emergency response agency serving the community of Shippensburg, 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.
Shippensburg Township, Pennsylvania
Shippensburg Township, Pennsylvania is a municipal township located in Cumberland County in the south-central region of the state, adjacent to the borough of Shippensburg.
-
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.
South County Fire
South County Fire is a regional fire and emergency medical services agency serving Lynnwood and surrounding communities in south Snohomish County, Washington.
-
E.
Penn Hills Volunteer Fire Departments
Penn Hills Volunteer Fire Departments is a network of volunteer-based fire companies that provide firefighting and emergency response services to the Penn Hills community 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_69ca838bbddc8190ab546d737e5d350f |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc60e536648190ba8da1375478c24f |
completed | April 1, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0b1b86481909ec0b78de043d8f8 |
completed | April 3, 2026, 11:12 a.m. |
| NEDg | Description generation | batch_69cfa2a53044819099aa7bb401cd4ba6 |
completed | April 3, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa3a03b7c819085fa31d853c79392 |
completed | April 3, 2026, 11:25 a.m. |
Created at: March 30, 2026, 6:50 p.m.