Triple
T12547410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object | Upper Mount Bethel Township, Pennsylvania |
E999985
|
NE FINISHED |
How this triple was built (2 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 Mount Bethel Township, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsTownship, Upper Mount Bethel Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Mount Bethel Township, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsTownship, Upper Mount Bethel Township, Pennsylvania]
-
A.
Lower Mount Bethel Township, Pennsylvania
chosen
Lower Mount Bethel Township, Pennsylvania is a rural municipality in Northampton County known for its agricultural landscape, historic villages, and location along the Delaware River in the Lehigh Valley region.
-
B.
Bethlehem Township, Pennsylvania
Bethlehem Township, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, schools, and proximity to the city of Bethlehem.
-
C.
West Norriton Township, Pennsylvania
West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
-
D.
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.
-
E.
Bethlehem Township, New Jersey
Bethlehem Township, New Jersey is a rural residential municipality in western New Jersey known for its scenic landscapes and small-town character.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95481ba28819099f7cd2de02e8837 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684d672808190b72a923e285a91bb |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 8, 2026, 9:57 p.m.