Triple
T6784059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marple Township, Pennsylvania |
E155755
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Marple Township Ambulance Corps
Marple Township Ambulance Corps is a local emergency medical services organization that provides ambulance and pre-hospital care to residents and visitors of Marple Township, Pennsylvania.
|
E155755
|
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: Marple Township Ambulance Corps | Statement: [Marple Township, Pennsylvania, hasEmergencyService, Marple Township Ambulance Corps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marple Township Ambulance Corps Context triple: [Marple Township, Pennsylvania, hasEmergencyService, Marple Township Ambulance Corps]
-
A.
Marple Township, Pennsylvania
Marple Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to Philadelphia.
-
B.
Marlborough Township, Pennsylvania
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
C.
Deptford Township
Deptford Township is a suburban municipality in Gloucester County, New Jersey, known for its residential communities and regional shopping centers.
-
D.
Gloucester Township
Gloucester Township is a large suburban community in Camden County, New Jersey, known for its residential neighborhoods, shopping centers, and proximity to Philadelphia.
-
E.
Maryfield
Maryfield is a small settlement on the island of Bressay in the Shetland Islands of Scotland.
- 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: Marple Township Ambulance Corps Triple: [Marple Township, Pennsylvania, hasEmergencyService, Marple Township Ambulance Corps]
Generated description
Marple Township Ambulance Corps is a local emergency medical services organization that provides ambulance and pre-hospital care to residents and visitors of Marple Township, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marple Township Ambulance Corps Target entity description: Marple Township Ambulance Corps is a local emergency medical services organization that provides ambulance and pre-hospital care to residents and visitors of Marple Township, Pennsylvania.
-
A.
Marple Township, Pennsylvania
chosen
Marple Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to Philadelphia.
-
B.
Marlborough Township, Pennsylvania
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
C.
Deptford Township
Deptford Township is a suburban municipality in Gloucester County, New Jersey, known for its residential communities and regional shopping centers.
-
D.
Gloucester Township
Gloucester Township is a large suburban community in Camden County, New Jersey, known for its residential neighborhoods, shopping centers, and proximity to Philadelphia.
-
E.
Maryfield
Maryfield is a small settlement on the island of Bressay in the Shetland Islands of Scotland.
- F. None of above.
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_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. |
Created at: March 27, 2026, 2:14 p.m.