Triple
T12547407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton County, Pennsylvania |
E300006
|
entity |
| Predicate | containsTownship |
P847
|
FINISHED |
| Object |
Allen Township, Northampton County, Pennsylvania
Allen Township is a small municipality in Northampton County, Pennsylvania, that forms part of the Lehigh Valley region in the eastern part of the state.
|
E990907
|
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: Allen Township, Northampton County, Pennsylvania | Statement: [Northampton County, Pennsylvania, containsTownship, Allen Township, Northampton County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Allen Township, Northampton County, Pennsylvania Context triple: [Northampton County, Pennsylvania, containsTownship, Allen Township, Northampton County, Pennsylvania]
-
A.
Lower Allen Township, Pennsylvania
Lower Allen Township, Pennsylvania is a suburban community in south-central Pennsylvania that forms part of the Harrisburg–Carlisle metropolitan area.
-
B.
Upper Allen Township, Pennsylvania
Upper Allen Township, Pennsylvania is a suburban municipality in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
-
C.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
-
D.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
E.
Union Township, Berks County, Pennsylvania
Union Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, wooded landscapes, and proximity to the Schuylkill 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: Allen Township, Northampton County, Pennsylvania Triple: [Northampton County, Pennsylvania, containsTownship, Allen Township, Northampton County, Pennsylvania]
Generated description
Allen Township is a small municipality in Northampton County, Pennsylvania, that forms part of the Lehigh Valley region in the eastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Allen Township, Northampton County, Pennsylvania Target entity description: Allen Township is a small municipality in Northampton County, Pennsylvania, that forms part of the Lehigh Valley region in the eastern part of the state.
-
A.
Lower Allen Township, Pennsylvania
Lower Allen Township, Pennsylvania is a suburban community in south-central Pennsylvania that forms part of the Harrisburg–Carlisle metropolitan area.
-
B.
Upper Allen Township, Pennsylvania
Upper Allen Township, Pennsylvania is a suburban municipality in Cumberland County that forms part of the Harrisburg–Carlisle metropolitan area.
-
C.
Union Township, Adams County, Pennsylvania
Union Township is a small rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and proximity to historic Gettysburg.
-
D.
Union Township, Lawrence County, Pennsylvania
Union Township is a small, primarily residential municipality in Lawrence County, western Pennsylvania, situated near the city of New Castle.
-
E.
Union Township, Berks County, Pennsylvania
Union Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, wooded landscapes, and proximity to the Schuylkill 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_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.