Triple
T22156281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin Park, Pennsylvania |
E547545
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Marshall Township, Pennsylvania
Marshall Township, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known for its residential neighborhoods, good schools, and proximity to major highways.
|
E1522188
|
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: Marshall Township, Pennsylvania | Statement: [Franklin Park, Pennsylvania, adjacentTo, Marshall Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Township, Pennsylvania Context triple: [Franklin Park, Pennsylvania, adjacentTo, Marshall Township, Pennsylvania]
-
A.
Marion Township, Pennsylvania
Marion Township, Pennsylvania is a small rural municipality in the state of Pennsylvania, United States.
-
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.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
D.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
E.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware 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: Marshall Township, Pennsylvania Triple: [Franklin Park, Pennsylvania, adjacentTo, Marshall Township, Pennsylvania]
Generated description
Marshall Township, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known for its residential neighborhoods, good schools, and proximity to major highways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Township, Pennsylvania Target entity description: Marshall Township, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known for its residential neighborhoods, good schools, and proximity to major highways.
-
A.
Marion Township, Pennsylvania
Marion Township, Pennsylvania is a small rural municipality in the state of Pennsylvania, United States.
-
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.
Scott Township, Pennsylvania
Scott Township, Pennsylvania is a suburban community in Allegheny County, southwest of Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
D.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
E.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12a29eb848190b0531ce7e45b1003 |
completed | April 28, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a970c925481908d8f1135703f7050 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97e509a88190a7f316cf340d010a |
completed | May 18, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a987daa208190bab5b7adec1913e8 |
completed | May 18, 2026, 4:41 a.m. |
Created at: April 16, 2026, 8:33 p.m.