Triple
T16230751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carbon County |
E393972
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Lower Towamensing Township
Lower Towamensing Township is a rural municipality in eastern Pennsylvania known for its small communities, farmland, and proximity to the Pocono Mountains.
|
E1200582
|
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: Lower Towamensing Township | Statement: [Carbon County, contains, Lower Towamensing Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Towamensing Township Context triple: [Carbon County, contains, Lower Towamensing Township]
-
A.
Lower Township
Lower Township is a coastal municipality at the southern tip of New Jersey known for its beaches, bayside communities, and proximity to Cape May.
-
B.
Lower Southampton Township
Lower Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
C.
Towamencin Township, Pennsylvania
Towamencin Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and location within the North Penn School District.
-
D.
Lower Saucon Township, Pennsylvania
Lower Saucon Township, Pennsylvania is a suburban community in Northampton County known for its mix of rural landscapes, residential neighborhoods, and proximity to the Lehigh Valley metropolitan area.
-
E.
Oldmans Township
Oldmans Township is a small rural municipality located in Salem County in southwestern New Jersey, known for its agricultural 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: Lower Towamensing Township Triple: [Carbon County, contains, Lower Towamensing Township]
Generated description
Lower Towamensing Township is a rural municipality in eastern Pennsylvania known for its small communities, farmland, and proximity to the Pocono Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lower Towamensing Township Target entity description: Lower Towamensing Township is a rural municipality in eastern Pennsylvania known for its small communities, farmland, and proximity to the Pocono Mountains.
-
A.
Lower Township
Lower Township is a coastal municipality at the southern tip of New Jersey known for its beaches, bayside communities, and proximity to Cape May.
-
B.
Lower Southampton Township
Lower Southampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
C.
Towamencin Township, Pennsylvania
Towamencin Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and location within the North Penn School District.
-
D.
Lower Saucon Township, Pennsylvania
Lower Saucon Township, Pennsylvania is a suburban community in Northampton County known for its mix of rural landscapes, residential neighborhoods, and proximity to the Lehigh Valley metropolitan area.
-
E.
Oldmans Township
Oldmans Township is a small rural municipality located in Salem County in southwestern New Jersey, known for its agricultural 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d29438c81909aa2724cc47bb959 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0007a0ab08819082aea4c312c9ffc7 |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a00098ea3e48190b0744f1eafab9ce2 |
completed | May 10, 2026, 4:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0009fb40a48190b82f6de80226d306 |
completed | May 10, 2026, 4:30 a.m. |
Created at: April 10, 2026, 5:03 a.m.