Triple
T17761161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Monroe County, Pennsylvania |
E443375
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Marshalls Creek, Pennsylvania
Marshalls Creek, Pennsylvania is an unincorporated community in Monroe County known for its location in the Pocono Mountains region of northeastern Pennsylvania.
|
E1287130
|
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: Marshalls Creek, Pennsylvania | Statement: [Monroe County, Pennsylvania, contains, Marshalls Creek, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshalls Creek, Pennsylvania Context triple: [Monroe County, Pennsylvania, contains, Marshalls Creek, Pennsylvania]
-
A.
Rock Creek (Pennsylvania)
Rock Creek (Pennsylvania) is a stream in south-central Pennsylvania that drains parts of Adams County and flows through the Gettysburg area before joining larger regional waterways.
-
B.
Strouds Run
Strouds Run is a stream in southeastern Ohio whose scenic valley and surrounding woodlands form the natural centerpiece of Strouds Run State Park.
-
C.
Chester Creek
Chester Creek is a stream in southeastern Pennsylvania that flows through Delaware County and ultimately feeds into the Delaware River.
-
D.
Mill Creek, Pennsylvania
Mill Creek, Pennsylvania is a small community in the state of Pennsylvania known in part for hosting a production facility of the historic Yuengling Brewery.
-
E.
Pequea Creek
Pequea Creek is a tributary stream in southeastern Pennsylvania that flows through rural and agricultural areas of Lancaster County before emptying into the Susquehanna 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: Marshalls Creek, Pennsylvania Triple: [Monroe County, Pennsylvania, contains, Marshalls Creek, Pennsylvania]
Generated description
Marshalls Creek, Pennsylvania is an unincorporated community in Monroe County known for its location in the Pocono Mountains region of northeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshalls Creek, Pennsylvania Target entity description: Marshalls Creek, Pennsylvania is an unincorporated community in Monroe County known for its location in the Pocono Mountains region of northeastern Pennsylvania.
-
A.
Rock Creek (Pennsylvania)
Rock Creek (Pennsylvania) is a stream in south-central Pennsylvania that drains parts of Adams County and flows through the Gettysburg area before joining larger regional waterways.
-
B.
Strouds Run
Strouds Run is a stream in southeastern Ohio whose scenic valley and surrounding woodlands form the natural centerpiece of Strouds Run State Park.
-
C.
Chester Creek
Chester Creek is a stream in southeastern Pennsylvania that flows through Delaware County and ultimately feeds into the Delaware River.
-
D.
Mill Creek, Pennsylvania
Mill Creek, Pennsylvania is a small community in the state of Pennsylvania known in part for hosting a production facility of the historic Yuengling Brewery.
-
E.
Pequea Creek
Pequea Creek is a tributary stream in southeastern Pennsylvania that flows through rural and agricultural areas of Lancaster County before emptying into the Susquehanna 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_69d8b9edf16c8190a59ebd245d378f4f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e485f7a8e08190a4a6b8368b70c381 |
completed | April 19, 2026, 7:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02efbaa62c81908870dba8f0e2e55d |
completed | May 12, 2026, 9:15 a.m. |
| NEDg | Description generation | batch_6a02f1232f348190ab28e8d5ed4d3ad3 |
completed | May 12, 2026, 9:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f18beeb88190ac8cb9540b6b7b88 |
completed | May 12, 2026, 9:23 a.m. |
Created at: April 10, 2026, 10:11 a.m.