Triple
T7807055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, Pennsylvania |
E180581
|
entity |
| Predicate | largestMunicipality |
P6147
|
FINISHED |
| Object |
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
|
E698397
|
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: Hampden Township, Pennsylvania | Statement: [Cumberland County, Pennsylvania, largestMunicipality, Hampden Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampden Township, Pennsylvania Context triple: [Cumberland County, Pennsylvania, largestMunicipality, Hampden Township, Pennsylvania]
-
A.
East Huntingdon Township, Pennsylvania
East Huntingdon Township, Pennsylvania is a municipality in Westmoreland County known for its historic sites and rural character, including the West Overton Museums complex.
-
B.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
C.
Hampton Township, Pennsylvania
Hampton Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, quality schools, and parks within the North Hills region.
-
D.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
E.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
- 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: Hampden Township, Pennsylvania Triple: [Cumberland County, Pennsylvania, largestMunicipality, Hampden Township, Pennsylvania]
Generated description
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hampden Township, Pennsylvania Target entity description: Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
A.
East Huntingdon Township, Pennsylvania
East Huntingdon Township, Pennsylvania is a municipality in Westmoreland County known for its historic sites and rural character, including the West Overton Museums complex.
-
B.
Cumberland Township, Pennsylvania
Cumberland Township, Pennsylvania is a rural municipality in Adams County known for its proximity to the historic Gettysburg battlefield and its predominantly agricultural landscape.
-
C.
Hampton Township, Pennsylvania
Hampton Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, quality schools, and parks within the North Hills region.
-
D.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
E.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
- 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_69cb5a3bd2e481908e3d3906755b5b7a |
completed | March 31, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69cb5f1afe0c8190916c7a9b2eab9270 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb764973f88190964f91ee7e3fdc06 |
completed | March 31, 2026, 7:22 a.m. |
Created at: March 30, 2026, 4:35 p.m.