Triple
T7864065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Merion Township, Pennsylvania |
E182571
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
West Norriton Township, Pennsylvania
West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
|
E700941
|
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: West Norriton Township, Pennsylvania | Statement: [Upper Merion Township, Pennsylvania, borders, West Norriton Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Norriton Township, Pennsylvania Context triple: [Upper Merion Township, Pennsylvania, borders, West Norriton Township, Pennsylvania]
-
A.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
B.
Whitemarsh Township, Pennsylvania
Whitemarsh Township, Pennsylvania is a suburban community in Montgomery County, northwest of Philadelphia, known for its residential neighborhoods, historic sites, and proximity to major regional transportation routes.
-
C.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
D.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
E.
Trevose, Pennsylvania
Trevose, Pennsylvania is a suburban community in Bucks County near Philadelphia, known for its residential neighborhoods, commercial corridors, and convenient access to major highways.
- 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: West Norriton Township, Pennsylvania Triple: [Upper Merion Township, Pennsylvania, borders, West Norriton Township, Pennsylvania]
Generated description
West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Norriton Township, Pennsylvania Target entity description: West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
-
A.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
B.
Whitemarsh Township, Pennsylvania
Whitemarsh Township, Pennsylvania is a suburban community in Montgomery County, northwest of Philadelphia, known for its residential neighborhoods, historic sites, and proximity to major regional transportation routes.
-
C.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
-
D.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
E.
Trevose, Pennsylvania
Trevose, Pennsylvania is a suburban community in Bucks County near Philadelphia, known for its residential neighborhoods, commercial corridors, and convenient access to major highways.
- 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_69cb5b51c01481909c34a8d0efb89577 |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb762fda2c81908ed508e12cabb938 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbf706e888190bfd08d9d78945c49 |
completed | March 31, 2026, 12:34 p.m. |
Created at: March 30, 2026, 4:54 p.m.