Triple
T15129294
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perkiomen Valley |
E361374
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Graterford, Pennsylvania area
Graterford, Pennsylvania area is a community within the Perkiomen Valley region of southeastern Pennsylvania, historically known for its rural character and proximity to major suburban centers.
|
E1138792
|
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: Graterford, Pennsylvania area | Statement: [Perkiomen Valley, contains, Graterford, Pennsylvania area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graterford, Pennsylvania area Context triple: [Perkiomen Valley, contains, Graterford, Pennsylvania area]
-
A.
Coatesville, Pennsylvania
Coatesville, Pennsylvania is a small industrial city in southeastern Pennsylvania historically known for its steel production and location along the Brandywine Creek.
-
B.
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.
-
C.
Collingdale, Pennsylvania
Collingdale, Pennsylvania is a small suburban borough located southwest of Philadelphia, known for its residential neighborhoods and proximity to major urban centers.
-
D.
West Grove, Pennsylvania
West Grove, Pennsylvania is a small borough in Chester County known for its historic character and location within the rural-suburban region of southeastern Pennsylvania.
-
E.
Latrobe Heights, Pennsylvania
Latrobe Heights, Pennsylvania is a small residential community located within the Ligonier Valley region of western Pennsylvania.
- 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: Graterford, Pennsylvania area Triple: [Perkiomen Valley, contains, Graterford, Pennsylvania area]
Generated description
Graterford, Pennsylvania area is a community within the Perkiomen Valley region of southeastern Pennsylvania, historically known for its rural character and proximity to major suburban centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graterford, Pennsylvania area Target entity description: Graterford, Pennsylvania area is a community within the Perkiomen Valley region of southeastern Pennsylvania, historically known for its rural character and proximity to major suburban centers.
-
A.
Coatesville, Pennsylvania
Coatesville, Pennsylvania is a small industrial city in southeastern Pennsylvania historically known for its steel production and location along the Brandywine Creek.
-
B.
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.
-
C.
Collingdale, Pennsylvania
Collingdale, Pennsylvania is a small suburban borough located southwest of Philadelphia, known for its residential neighborhoods and proximity to major urban centers.
-
D.
West Grove, Pennsylvania
West Grove, Pennsylvania is a small borough in Chester County known for its historic character and location within the rural-suburban region of southeastern Pennsylvania.
-
E.
Latrobe Heights, Pennsylvania
Latrobe Heights, Pennsylvania is a small residential community located within the Ligonier Valley region of western Pennsylvania.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7f865c08190ab8fd15c14d0c06c |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feba6899c481909651fec7459a0206 |
completed | May 9, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69febae016188190bb44709a8c3b01c3 |
completed | May 9, 2026, 4:41 a.m. |
Created at: April 10, 2026, 3:06 a.m.