Triple
T15255835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough Township, Pennsylvania |
E364643
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Salford Township, Pennsylvania
Salford Township, Pennsylvania is a rural township in Montgomery County known for its historic character, open spaces, and residential communities within the greater Philadelphia region.
|
E1147272
|
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: Salford Township, Pennsylvania | Statement: [Marlborough Township, Pennsylvania, borders, Salford Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Salford Township, Pennsylvania Context triple: [Marlborough Township, Pennsylvania, borders, Salford Township, Pennsylvania]
-
A.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
C.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
-
D.
South Londonderry Township, Pennsylvania
South Londonderry Township, Pennsylvania is a primarily rural residential community in Lebanon County known for its small-town character and proximity to the greater Harrisburg–Lebanon–Lancaster region.
-
E.
Fairview Township, Pennsylvania
Fairview Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located just south of Harrisburg, known for its residential communities and proximity to major transportation routes.
- 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: Salford Township, Pennsylvania Triple: [Marlborough Township, Pennsylvania, borders, Salford Township, Pennsylvania]
Generated description
Salford Township, Pennsylvania is a rural township in Montgomery County known for its historic character, open spaces, and residential communities within the greater Philadelphia region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Salford Township, Pennsylvania Target entity description: Salford Township, Pennsylvania is a rural township in Montgomery County known for its historic character, open spaces, and residential communities within the greater Philadelphia region.
-
A.
Springfield Township, Pennsylvania
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
C.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
-
D.
South Londonderry Township, Pennsylvania
South Londonderry Township, Pennsylvania is a primarily rural residential community in Lebanon County known for its small-town character and proximity to the greater Harrisburg–Lebanon–Lancaster region.
-
E.
Fairview Township, Pennsylvania
Fairview Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located just south of Harrisburg, known for its residential communities and proximity to major transportation routes.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084b97908190b3bf7ea7bd75bdc0 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f7bd2081909c003deb3a692f18 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee8a977a48190940f0ed1aedea955 |
completed | May 9, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee9fd19708190afe3ec4c4eacfe66 |
completed | May 9, 2026, 8:02 a.m. |
Created at: April 10, 2026, 3:13 a.m.