Triple
T13118336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horsham Township, Montgomery County, Pennsylvania |
E311655
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Horsham, Pennsylvania
Horsham, Pennsylvania is an unincorporated community and census-designated place in Montgomery County known for its suburban residential character and proximity to major employment centers in the Philadelphia metropolitan area.
|
E1022304
|
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: Horsham, Pennsylvania | Statement: [Horsham Township, Montgomery County, Pennsylvania, hasUnincorporatedCommunity, Horsham, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Horsham, Pennsylvania Context triple: [Horsham Township, Montgomery County, Pennsylvania, hasUnincorporatedCommunity, Horsham, Pennsylvania]
-
A.
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.
-
B.
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.
-
C.
Hyde Park, Pennsylvania
Hyde Park, Pennsylvania is a small borough in Westmoreland County situated within the Ligonier Valley region.
-
D.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
-
E.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
- 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: Horsham, Pennsylvania Triple: [Horsham Township, Montgomery County, Pennsylvania, hasUnincorporatedCommunity, Horsham, Pennsylvania]
Generated description
Horsham, Pennsylvania is an unincorporated community and census-designated place in Montgomery County known for its suburban residential character and proximity to major employment centers in the Philadelphia metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Horsham, Pennsylvania Target entity description: Horsham, Pennsylvania is an unincorporated community and census-designated place in Montgomery County known for its suburban residential character and proximity to major employment centers in the Philadelphia metropolitan area.
-
A.
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.
-
B.
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.
-
C.
Hyde Park, Pennsylvania
Hyde Park, Pennsylvania is a small borough in Westmoreland County situated within the Ligonier Valley region.
-
D.
Hillsdale, Pennsylvania
Hillsdale, Pennsylvania is a small community located within the Ligonier Valley region of western Pennsylvania.
-
E.
Watsontown, Pennsylvania
Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e284c3c881909d65e2ba89fbe7af |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e383dd8c8190872304c99b753152 |
completed | May 3, 2026, 5:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e47b052c8190a6f6ca5a6bd210f5 |
completed | May 3, 2026, 6 a.m. |
Created at: April 9, 2026, 9:06 p.m.