Triple
T7807077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, Pennsylvania |
E180581
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
North Middleton Township, Pennsylvania
North Middleton Township, Pennsylvania is a primarily residential and rural municipality located just north of Carlisle in Cumberland County, known for its suburban communities and agricultural landscapes.
|
E711983
|
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: North Middleton Township, Pennsylvania | Statement: [Cumberland County, Pennsylvania, containsTownship, North Middleton Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Middleton Township, Pennsylvania Context triple: [Cumberland County, Pennsylvania, containsTownship, North Middleton Township, Pennsylvania]
-
A.
South Middleton Township, Pennsylvania
South Middleton Township, Pennsylvania is a primarily residential and rural municipality in south-central Pennsylvania, located just south of Carlisle in Cumberland County.
-
B.
Middlesex Township, Pennsylvania
Middlesex Township, Pennsylvania is a municipality in south-central Pennsylvania known for its mix of rural and suburban communities within Cumberland County.
-
C.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
D.
Marlborough Township, Pennsylvania
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
E.
North Lebanon Township, Pennsylvania
North Lebanon Township, Pennsylvania is a suburban municipality in Lebanon County that forms part of the broader Lebanon metropolitan region.
- 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: North Middleton Township, Pennsylvania Triple: [Cumberland County, Pennsylvania, containsTownship, North Middleton Township, Pennsylvania]
Generated description
North Middleton Township, Pennsylvania is a primarily residential and rural municipality located just north of Carlisle in Cumberland County, known for its suburban communities and agricultural landscapes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Middleton Township, Pennsylvania Target entity description: North Middleton Township, Pennsylvania is a primarily residential and rural municipality located just north of Carlisle in Cumberland County, known for its suburban communities and agricultural landscapes.
-
A.
South Middleton Township, Pennsylvania
South Middleton Township, Pennsylvania is a primarily residential and rural municipality in south-central Pennsylvania, located just south of Carlisle in Cumberland County.
-
B.
Middlesex Township, Pennsylvania
Middlesex Township, Pennsylvania is a municipality in south-central Pennsylvania known for its mix of rural and suburban communities within Cumberland County.
-
C.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
D.
Marlborough Township, Pennsylvania
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
E.
North Lebanon Township, Pennsylvania
North Lebanon Township, Pennsylvania is a suburban municipality in Lebanon County that forms part of the broader Lebanon metropolitan region.
- 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_69ca827f6f148190beca4e245b993506 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69caf639fba88190a7c117aab19c0b0f |
completed | March 30, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc9336e14c8190ad925da158d98596 |
completed | April 1, 2026, 3:38 a.m. |
| NEDg | Description generation | batch_69cc955542fc8190a84be60f4efea915 |
completed | April 1, 2026, 3:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc964c6b308190ae121072b1180268 |
completed | April 1, 2026, 3:51 a.m. |
Created at: March 30, 2026, 4:35 p.m.