Triple
T7807068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland County, Pennsylvania |
E180581
|
entity |
| Predicate | containsBorough |
P300
|
FINISHED |
| Object |
Camp Hill, Pennsylvania
Camp Hill, Pennsylvania is a small suburban borough in the Harrisburg metropolitan area known for its residential neighborhoods and local businesses.
|
E694455
|
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: Camp Hill, Pennsylvania | Statement: [Cumberland County, Pennsylvania, containsBorough, Camp Hill, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Camp Hill, Pennsylvania Context triple: [Cumberland County, Pennsylvania, containsBorough, Camp Hill, Pennsylvania]
-
A.
Braddock Hills, Pennsylvania
Braddock Hills, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its hillside neighborhoods and proximity to several other eastern suburbs.
-
B.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
-
C.
Belmont Hills, Pennsylvania
Belmont Hills, Pennsylvania is a residential community in Lower Merion Township, Montgomery County, known for its hilly terrain, proximity to the Schuylkill River, and inclusion in the suburban Philadelphia Main Line area.
-
D.
Boothwyn, Pennsylvania
Boothwyn, Pennsylvania is an unincorporated community and census-designated place in southeastern Pennsylvania known for its suburban character and proximity to the Delaware state border.
-
E.
Garnet Valley, Pennsylvania
Garnet Valley, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and well-regarded school district.
- 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: Camp Hill, Pennsylvania Triple: [Cumberland County, Pennsylvania, containsBorough, Camp Hill, Pennsylvania]
Generated description
Camp Hill, Pennsylvania is a small suburban borough in the Harrisburg metropolitan area known for its residential neighborhoods and local businesses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Camp Hill, Pennsylvania Target entity description: Camp Hill, Pennsylvania is a small suburban borough in the Harrisburg metropolitan area known for its residential neighborhoods and local businesses.
-
A.
Braddock Hills, Pennsylvania
Braddock Hills, Pennsylvania is a small residential borough in Allegheny County near Pittsburgh, known for its hillside neighborhoods and proximity to several other eastern suburbs.
-
B.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
-
C.
Belmont Hills, Pennsylvania
Belmont Hills, Pennsylvania is a residential community in Lower Merion Township, Montgomery County, known for its hilly terrain, proximity to the Schuylkill River, and inclusion in the suburban Philadelphia Main Line area.
-
D.
Boothwyn, Pennsylvania
Boothwyn, Pennsylvania is an unincorporated community and census-designated place in southeastern Pennsylvania known for its suburban character and proximity to the Delaware state border.
-
E.
Garnet Valley, Pennsylvania
Garnet Valley, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and well-regarded school district.
- 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_69cb1450a2408190afe0459086d4480f |
completed | March 31, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_69cb173190a88190b31fd7973bc19d43 |
completed | March 31, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a49beb4819090532acabb9391b1 |
completed | March 31, 2026, 12:50 a.m. |
Created at: March 30, 2026, 4:35 p.m.