Triple
T7864044
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Merion Township, Pennsylvania |
E182571
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Gulph Mills, Pennsylvania
Gulph Mills, Pennsylvania is an unincorporated community in Montgomery County known for its historic role in the American Revolutionary War and its location near major transportation routes northwest of Philadelphia.
|
E700939
|
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: Gulph Mills, Pennsylvania | Statement: [Upper Merion Township, Pennsylvania, contains, Gulph Mills, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulph Mills, Pennsylvania Context triple: [Upper Merion Township, Pennsylvania, contains, Gulph Mills, Pennsylvania]
-
A.
Glen Mills, Pennsylvania
Glen Mills, Pennsylvania is an unincorporated community in southeastern Pennsylvania known for its historic mills, scenic landscapes, and proximity to the Philadelphia metropolitan area.
-
B.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
C.
Wrightsville, Pennsylvania
Wrightsville, Pennsylvania is a small borough along the Susquehanna River known for its historic role in the Civil War and its iconic Columbia–Wrightsville Bridge.
-
D.
Oley, Pennsylvania
Oley, Pennsylvania is a small historic village in Berks County known for its well-preserved rural character and colonial-era architecture within the Oley Valley.
-
E.
Mill Run, Pennsylvania
Mill Run, Pennsylvania is a small community in Fayette County best known as the rural setting of Frank Lloyd Wright’s iconic Fallingwater house.
- 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: Gulph Mills, Pennsylvania Triple: [Upper Merion Township, Pennsylvania, contains, Gulph Mills, Pennsylvania]
Generated description
Gulph Mills, Pennsylvania is an unincorporated community in Montgomery County known for its historic role in the American Revolutionary War and its location near major transportation routes northwest of Philadelphia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gulph Mills, Pennsylvania Target entity description: Gulph Mills, Pennsylvania is an unincorporated community in Montgomery County known for its historic role in the American Revolutionary War and its location near major transportation routes northwest of Philadelphia.
-
A.
Glen Mills, Pennsylvania
Glen Mills, Pennsylvania is an unincorporated community in southeastern Pennsylvania known for its historic mills, scenic landscapes, and proximity to the Philadelphia metropolitan area.
-
B.
Woodlyn, Pennsylvania
Woodlyn, Pennsylvania is a residential community and census-designated place in southeastern Pennsylvania, situated within the suburban region southwest of Philadelphia.
-
C.
Wrightsville, Pennsylvania
Wrightsville, Pennsylvania is a small borough along the Susquehanna River known for its historic role in the Civil War and its iconic Columbia–Wrightsville Bridge.
-
D.
Oley, Pennsylvania
Oley, Pennsylvania is a small historic village in Berks County known for its well-preserved rural character and colonial-era architecture within the Oley Valley.
-
E.
Mill Run, Pennsylvania
Mill Run, Pennsylvania is a small community in Fayette County best known as the rural setting of Frank Lloyd Wright’s iconic Fallingwater house.
- 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_69ca82887fd48190975896bf38c4596b |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb36bfd8a4819093c2ef6d47891a68 |
completed | March 31, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b51c01481909c34a8d0efb89577 |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb762fda2c81908ed508e12cabb938 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbf706e888190bfd08d9d78945c49 |
completed | March 31, 2026, 12:34 p.m. |
Created at: March 30, 2026, 4:54 p.m.