Triple
T23355937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swatara Township, Dauphin County, Pennsylvania |
E593050
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Chambers Hill, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (3 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: Chambers Hill, Pennsylvania | Statement: [Swatara Township, Dauphin County, Pennsylvania, contains, Chambers Hill, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chambers Hill, Pennsylvania Context triple: [Swatara Township, Dauphin County, Pennsylvania, contains, Chambers 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.
Cochran’s Mills, Pennsylvania
Cochran’s Mills, Pennsylvania was a small 19th-century village in Armstrong County best known as the birthplace of pioneering investigative journalist Nellie Bly (born Elizabeth Jane Cochran).
-
D.
Berkshire Heights, Pennsylvania
Berkshire Heights, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential area near Reading.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chambers Hill, Pennsylvania Target entity description: Chambers Hill, Pennsylvania is an unincorporated community and suburban residential area in Dauphin County near Harrisburg.
-
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.
Cochran’s Mills, Pennsylvania
Cochran’s Mills, Pennsylvania was a small 19th-century village in Armstrong County best known as the birthplace of pioneering investigative journalist Nellie Bly (born Elizabeth Jane Cochran).
-
D.
Berkshire Heights, Pennsylvania
Berkshire Heights, Pennsylvania is a small unincorporated community and census-designated place in Berks County known primarily as a residential area near Reading.
-
E.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
- F. None of above. chosen
Provenance (2 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a176b548190bf5a08bb2585344d |
completed | April 29, 2026, 5:41 a.m. |
Created at: April 17, 2026, 5:27 p.m.