Triple
T7056584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haverford Township, Pennsylvania |
E164106
|
entity |
| Predicate | hasHistoricCommunity |
P11485
|
FINISHED |
| Object |
Coopertown, Pennsylvania
Coopertown, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early suburban development along Philadelphia’s Main Line.
|
E641485
|
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: Coopertown, Pennsylvania | Statement: [Haverford Township, Pennsylvania, hasHistoricCommunity, Coopertown, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coopertown, Pennsylvania Context triple: [Haverford Township, Pennsylvania, hasHistoricCommunity, Coopertown, Pennsylvania]
-
A.
Coopersburg, Pennsylvania
Coopersburg, Pennsylvania is a small borough in Lehigh County that serves as a suburban community within the Allentown–Bethlehem–Easton metropolitan area.
-
B.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
C.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
D.
Brookhaven, Pennsylvania
Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
-
E.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
- 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: Coopertown, Pennsylvania Triple: [Haverford Township, Pennsylvania, hasHistoricCommunity, Coopertown, Pennsylvania]
Generated description
Coopertown, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early suburban development along Philadelphia’s Main Line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coopertown, Pennsylvania Target entity description: Coopertown, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early suburban development along Philadelphia’s Main Line.
-
A.
Coopersburg, Pennsylvania
Coopersburg, Pennsylvania is a small borough in Lehigh County that serves as a suburban community within the Allentown–Bethlehem–Easton metropolitan area.
-
B.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
C.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
-
D.
Brookhaven, Pennsylvania
Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
-
E.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
- 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_69c68861678881909961ddf4d779f750 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e269050c81908c186609a8a7bcf9 |
completed | March 27, 2026, 8:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79c857ca08190a964861cb7aff86a |
completed | March 28, 2026, 9:16 a.m. |
| NEDg | Description generation | batch_69c79d16d3408190a36ab53d5d202e15 |
completed | March 28, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79dc7d7d8819097e423ef70b03040 |
completed | March 28, 2026, 9:22 a.m. |
Created at: March 27, 2026, 2:38 p.m.