Triple
T10128774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montgomery County, Pennsylvania |
E226281
|
entity |
| Predicate | containsCensusDesignatedPlace |
P15303
|
FINISHED |
| Object |
Harleysville, Pennsylvania
Harleysville, Pennsylvania is a suburban census-designated community in Montgomery County known for its residential neighborhoods and proximity to the greater Philadelphia area.
|
E843667
|
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: Harleysville, Pennsylvania | Statement: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Harleysville, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harleysville, Pennsylvania Context triple: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Harleysville, Pennsylvania]
-
A.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
B.
Havertown, Pennsylvania
Havertown, Pennsylvania is a suburban community west of Philadelphia known for its residential neighborhoods, strong public schools, and historic Irish-American roots.
-
C.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
D.
Boothwyn, Pennsylvania
Boothwyn, Pennsylvania is an unincorporated community and census-designated place in southeastern Pennsylvania known for its suburban character and proximity to the Delaware state border.
-
E.
Millerstown, Pennsylvania
Millerstown, Pennsylvania is a small borough in central Pennsylvania known for its rural character and historic charm along the Juniata River.
- 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: Harleysville, Pennsylvania Triple: [Montgomery County, Pennsylvania, containsCensusDesignatedPlace, Harleysville, Pennsylvania]
Generated description
Harleysville, Pennsylvania is a suburban census-designated community in Montgomery County known for its residential neighborhoods and proximity to the greater Philadelphia area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harleysville, Pennsylvania Target entity description: Harleysville, Pennsylvania is a suburban census-designated community in Montgomery County known for its residential neighborhoods and proximity to the greater Philadelphia area.
-
A.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
B.
Havertown, Pennsylvania
Havertown, Pennsylvania is a suburban community west of Philadelphia known for its residential neighborhoods, strong public schools, and historic Irish-American roots.
-
C.
Wyomissing, Pennsylvania
Wyomissing, Pennsylvania is a suburban borough in Berks County known for its residential character and role as a corporate hub in the Reading metropolitan area.
-
D.
Boothwyn, Pennsylvania
Boothwyn, Pennsylvania is an unincorporated community and census-designated place in southeastern Pennsylvania known for its suburban character and proximity to the Delaware state border.
-
E.
Millerstown, Pennsylvania
Millerstown, Pennsylvania is a small borough in central Pennsylvania known for its rural character and historic charm along the Juniata River.
- 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_69d2e5c29f6c8190b347a6963ca46dac |
completed | April 5, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69d2e6f3af4c8190b57870317dff1c0f |
completed | April 5, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e793e9248190b684621afea0201c |
completed | April 5, 2026, 10:52 p.m. |
Created at: March 30, 2026, 9:05 p.m.