Triple
T7864043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Merion Township, Pennsylvania |
E182571
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Swedesburg, Pennsylvania
Swedesburg, Pennsylvania is a small unincorporated community in Montgomery County known for its historic Swedish-American heritage and proximity to King of Prussia.
|
E709076
|
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: Swedesburg, Pennsylvania | Statement: [Upper Merion Township, Pennsylvania, contains, Swedesburg, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swedesburg, Pennsylvania Context triple: [Upper Merion Township, Pennsylvania, contains, Swedesburg, Pennsylvania]
-
A.
Saxonburg, Pennsylvania
Saxonburg, Pennsylvania is a small historic borough in Butler County known for its 19th-century German heritage and quaint, village-like character.
-
B.
Schellsburg, Pennsylvania
Schellsburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 19th-century architecture and location along the Lincoln Highway.
-
C.
Newburg, Pennsylvania
Newburg, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and residential community within the Cumberland Valley region.
-
D.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
E.
East Petersburg, Pennsylvania
East Petersburg, Pennsylvania is a small borough in Lancaster County known for its suburban residential character and proximity to the city of Lancaster.
- 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: Swedesburg, Pennsylvania Triple: [Upper Merion Township, Pennsylvania, contains, Swedesburg, Pennsylvania]
Generated description
Swedesburg, Pennsylvania is a small unincorporated community in Montgomery County known for its historic Swedish-American heritage and proximity to King of Prussia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swedesburg, Pennsylvania Target entity description: Swedesburg, Pennsylvania is a small unincorporated community in Montgomery County known for its historic Swedish-American heritage and proximity to King of Prussia.
-
A.
Saxonburg, Pennsylvania
Saxonburg, Pennsylvania is a small historic borough in Butler County known for its 19th-century German heritage and quaint, village-like character.
-
B.
Schellsburg, Pennsylvania
Schellsburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 19th-century architecture and location along the Lincoln Highway.
-
C.
Newburg, Pennsylvania
Newburg, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and residential community within the Cumberland Valley region.
-
D.
Stoneboro, Pennsylvania
Stoneboro, Pennsylvania is a small borough in northwestern Pennsylvania known for its rural character and location within Mercer County.
-
E.
East Petersburg, Pennsylvania
East Petersburg, Pennsylvania is a small borough in Lancaster County known for its suburban residential character and proximity to the city of Lancaster.
- 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_69ca82887fd48190975896bf38c4596b |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb36bfd8a4819093c2ef6d47891a68 |
completed | March 31, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63a03cc881908253d9cb280c0164 |
completed | April 1, 2026, 12:15 a.m. |
| NEDg | Description generation | batch_69cc651b4be08190ad76c70b1d617c1a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc664700dc819097d149931cf49673 |
completed | April 1, 2026, 12:26 a.m. |
Created at: March 30, 2026, 4:54 p.m.