Triple
T12547396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
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.
|
E995076
|
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: Bethlehem Township, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsTownship, Bethlehem Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bethlehem Township, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsTownship, Bethlehem Township, Pennsylvania]
-
A.
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.
-
B.
Bethlehem, Pennsylvania
Bethlehem, Pennsylvania is a historic city in the Lehigh Valley known for its former Bethlehem Steel industry, vibrant arts scene, and Lehigh University.
-
C.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
-
D.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
-
E.
Willistown Township, Pennsylvania
Willistown Township, Pennsylvania is a suburban township in Chester County known for its historic character, open space preserves, and residential communities west of Philadelphia.
- 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: Bethlehem Township, Pennsylvania Triple: [Northampton County, Pennsylvania, containsTownship, Bethlehem Township, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bethlehem Township, Pennsylvania Target entity description: 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.
-
A.
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.
-
B.
Bethlehem, Pennsylvania
Bethlehem, Pennsylvania is a historic city in the Lehigh Valley known for its former Bethlehem Steel industry, vibrant arts scene, and Lehigh University.
-
C.
Wilkes-Barre Township, Pennsylvania
Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming Valley region.
-
D.
Boyertown, Pennsylvania
Boyertown, Pennsylvania is a small borough in southeastern Pennsylvania known for its historic downtown, industrial heritage, and community-oriented character.
-
E.
Willistown Township, Pennsylvania
Willistown Township, Pennsylvania is a suburban township in Chester County known for its historic character, open space preserves, and residential communities west of Philadelphia.
- 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_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_69f6685f99a08190b6fe4cc10f1c8d73 |
completed | May 2, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_69f669527fe881909baeb84ccff506c8 |
completed | May 2, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f669fbb9f88190b0f5cc5bb758d132 |
completed | May 2, 2026, 9:17 p.m. |
Created at: April 8, 2026, 9:57 p.m.