Triple
T15337352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Branch Perkiomen Creek |
E366700
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Upper Milford Township, Pennsylvania
Upper Milford Township, Pennsylvania is a rural municipality in Lehigh County known for its rolling farmland, woodlands, and small communities within the Lehigh Valley region.
|
E1152372
|
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: Upper Milford Township, Pennsylvania | Statement: [West Branch Perkiomen Creek, flowsThrough, Upper Milford Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Milford Township, Pennsylvania Context triple: [West Branch Perkiomen Creek, flowsThrough, Upper Milford Township, Pennsylvania]
-
A.
Upper Moreland Township, Pennsylvania
Upper Moreland Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to the greater Philadelphia metropolitan area.
-
B.
Marlborough Township, Pennsylvania
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
C.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
D.
Middlesex Township, Pennsylvania
Middlesex Township, Pennsylvania is a municipality in south-central Pennsylvania known for its mix of rural and suburban communities within Cumberland County.
-
E.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
- 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: Upper Milford Township, Pennsylvania Triple: [West Branch Perkiomen Creek, flowsThrough, Upper Milford Township, Pennsylvania]
Generated description
Upper Milford Township, Pennsylvania is a rural municipality in Lehigh County known for its rolling farmland, woodlands, and small communities within the Lehigh Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upper Milford Township, Pennsylvania Target entity description: Upper Milford Township, Pennsylvania is a rural municipality in Lehigh County known for its rolling farmland, woodlands, and small communities within the Lehigh Valley region.
-
A.
Upper Moreland Township, Pennsylvania
Upper Moreland Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, local parks, and proximity to the greater Philadelphia metropolitan area.
-
B.
Marlborough Township, Pennsylvania
Marlborough Township, Pennsylvania is a rural municipality in Montgomery County known for its scenic landscapes and proximity to Perkiomen Creek.
-
C.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
D.
Middlesex Township, Pennsylvania
Middlesex Township, Pennsylvania is a municipality in south-central Pennsylvania known for its mix of rural and suburban communities within Cumberland County.
-
E.
Muhlenberg Township, Pennsylvania
Muhlenberg Township, Pennsylvania is a suburban community in Berks County located just north of the city of Reading.
- 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_69d85a1355608190a6673ddb67231d54 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e11b22c81908280efe65acd5454 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b41f130819082ea69ea535468ce |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0be534d08190be25b033ce0de6ce |
completed | May 9, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0c3e7b848190942cfa9d4b7bbd4c |
completed | May 9, 2026, 10:28 a.m. |
Created at: April 10, 2026, 3:17 a.m.