Triple
T12547406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Lehigh Township, Northampton County, Pennsylvania
Lehigh Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, scenic landscapes, and proximity to the Lehigh River and the Lehigh Valley region.
|
E990906
|
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: Lehigh Township, Northampton County, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsTownship, Lehigh Township, Northampton County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehigh Township, Northampton County, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsTownship, Lehigh Township, Northampton County, Pennsylvania]
-
A.
North Whitehall Township, Lehigh County, Pennsylvania
North Whitehall Township, located in Lehigh County, Pennsylvania, is a primarily suburban and rural community in the Lehigh Valley region known for its residential neighborhoods, farmland, and local parks.
-
B.
Salisbury Township, Lehigh County, Pennsylvania
Salisbury Township, Lehigh County, Pennsylvania is a suburban municipality in eastern Pennsylvania that borders the city of Allentown and is part of the Lehigh Valley metropolitan area.
-
C.
Washington Township, Lehigh County, Pennsylvania
Washington Township is a rural municipality in northern Lehigh County, Pennsylvania, known for its agricultural landscape and small communities within the Lehigh Valley region.
-
D.
Lowhill Township, Lehigh County, Pennsylvania
Lowhill Township, Lehigh County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its agricultural landscape and inclusion in the Allentown–Bethlehem–Easton metropolitan area.
-
E.
Hanover Township, Lehigh County, Pennsylvania
Hanover Township, Lehigh County, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, commercial development, and proximity to the city of Allentown.
- 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: Lehigh Township, Northampton County, Pennsylvania Triple: [Northampton County, Pennsylvania, containsTownship, Lehigh Township, Northampton County, Pennsylvania]
Generated description
Lehigh Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, scenic landscapes, and proximity to the Lehigh River and the Lehigh Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lehigh Township, Northampton County, Pennsylvania Target entity description: Lehigh Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, scenic landscapes, and proximity to the Lehigh River and the Lehigh Valley region.
-
A.
North Whitehall Township, Lehigh County, Pennsylvania
North Whitehall Township, located in Lehigh County, Pennsylvania, is a primarily suburban and rural community in the Lehigh Valley region known for its residential neighborhoods, farmland, and local parks.
-
B.
Salisbury Township, Lehigh County, Pennsylvania
Salisbury Township, Lehigh County, Pennsylvania is a suburban municipality in eastern Pennsylvania that borders the city of Allentown and is part of the Lehigh Valley metropolitan area.
-
C.
Washington Township, Lehigh County, Pennsylvania
Washington Township is a rural municipality in northern Lehigh County, Pennsylvania, known for its agricultural landscape and small communities within the Lehigh Valley region.
-
D.
Lowhill Township, Lehigh County, Pennsylvania
Lowhill Township, Lehigh County, Pennsylvania is a rural municipality in eastern Pennsylvania known for its agricultural landscape and inclusion in the Allentown–Bethlehem–Easton metropolitan area.
-
E.
Hanover Township, Lehigh County, Pennsylvania
Hanover Township, Lehigh County, Pennsylvania is a suburban municipality in the Lehigh Valley region known for its residential communities, commercial development, and proximity to the city of Allentown.
- 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_69f655826bbc8190af20858342c008ff |
completed | May 2, 2026, 7:50 p.m. |
| NEDg | Description generation | batch_69f6566fe5dc8190910bc7ad34593a58 |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65702435c8190a69e681c56a19b16 |
completed | May 2, 2026, 7:56 p.m. |
Created at: April 8, 2026, 9:57 p.m.