Triple
T10128775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Pennsylvania |
E226281
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Skippack, Pennsylvania
Skippack, Pennsylvania is a historic village and census-designated place in Montgomery County known for its quaint downtown, shops, and restaurants.
|
E859088
|
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: Skippack, Pennsylvania | Statement: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Skippack, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skippack, Pennsylvania Context triple: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Skippack, Pennsylvania]
-
A.
Glenside, Pennsylvania
Glenside, Pennsylvania is a suburban community north of Philadelphia known for its residential neighborhoods, regional rail access, and local commercial district.
-
B.
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.
-
C.
Conshohocken, Pennsylvania
Conshohocken, Pennsylvania is a suburban borough along the Schuylkill River near Philadelphia, known for its revitalized downtown, riverfront development, and role as a regional business and commuter hub.
-
D.
Collingdale, Pennsylvania
Collingdale, Pennsylvania is a small suburban borough located southwest of Philadelphia, known for its residential neighborhoods and proximity to major urban centers.
-
E.
Exton, Pennsylvania
Exton, Pennsylvania is a suburban community in Chester County known as a regional commercial hub with major shopping centers and significant rail and highway connections to Philadelphia and surrounding areas.
- 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: Skippack, Pennsylvania Triple: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Skippack, Pennsylvania]
Generated description
Skippack, Pennsylvania is a historic village and census-designated place in Montgomery County known for its quaint downtown, shops, and restaurants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skippack, Pennsylvania Target entity description: Skippack, Pennsylvania is a historic village and census-designated place in Montgomery County known for its quaint downtown, shops, and restaurants.
-
A.
Glenside, Pennsylvania
Glenside, Pennsylvania is a suburban community north of Philadelphia known for its residential neighborhoods, regional rail access, and local commercial district.
-
B.
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.
-
C.
Conshohocken, Pennsylvania
Conshohocken, Pennsylvania is a suburban borough along the Schuylkill River near Philadelphia, known for its revitalized downtown, riverfront development, and role as a regional business and commuter hub.
-
D.
Collingdale, Pennsylvania
Collingdale, Pennsylvania is a small suburban borough located southwest of Philadelphia, known for its residential neighborhoods and proximity to major urban centers.
-
E.
Exton, Pennsylvania
Exton, Pennsylvania is a suburban community in Chester County known as a regional commercial hub with major shopping centers and significant rail and highway connections to Philadelphia and surrounding areas.
- 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_69ca843057b48190a86730167f5d6b98 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd333186c819088bbf617967f24fa |
completed | April 2, 2026, 2:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7947e14c88190b9e33e3fbdcc16e5 |
completed | April 9, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_69d7975191ac8190b32eb6cc1f5c88aa |
completed | April 9, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d798655c7c8190a5da5ef976102285 |
completed | April 9, 2026, 12:15 p.m. |
Created at: March 30, 2026, 9:05 p.m.