Triple
T8858578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shippensburg, Pennsylvania |
E210824
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Shippensburg Area EMS
Shippensburg Area EMS is the primary emergency medical services provider serving the Shippensburg, Pennsylvania region.
|
E763578
|
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 Area EMS | Statement: [Shippensburg, Pennsylvania, hasEmergencyService, Shippensburg Area EMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shippensburg Area EMS Context triple: [Shippensburg, Pennsylvania, hasEmergencyService, Shippensburg Area EMS]
-
A.
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.
-
B.
Allendale Volunteer Ambulance Corps
Allendale Volunteer Ambulance Corps is a community-based emergency medical services organization staffed by volunteers who provide pre-hospital care and ambulance transport for residents of Allendale, New Jersey.
-
C.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
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.
Maine Emergency Medical Services
Maine Emergency Medical Services is the state agency responsible for regulating, coordinating, and improving pre-hospital emergency medical care and ambulance services throughout Maine.
- 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 Area EMS Triple: [Shippensburg, Pennsylvania, hasEmergencyService, Shippensburg Area EMS]
Generated description
Shippensburg Area EMS is the primary emergency medical services provider serving the Shippensburg, Pennsylvania region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shippensburg Area EMS Target entity description: Shippensburg Area EMS is the primary emergency medical services provider serving the Shippensburg, Pennsylvania region.
-
A.
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.
-
B.
Allendale Volunteer Ambulance Corps
Allendale Volunteer Ambulance Corps is a community-based emergency medical services organization staffed by volunteers who provide pre-hospital care and ambulance transport for residents of Allendale, New Jersey.
-
C.
LaRue County EMS
LaRue County EMS is the primary emergency medical services provider responsible for pre-hospital care and ambulance transport in LaRue County, Kentucky.
-
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.
Maine Emergency Medical Services
Maine Emergency Medical Services is the state agency responsible for regulating, coordinating, and improving pre-hospital emergency medical care and ambulance services throughout Maine.
- 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.