Triple
T6854026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amity Township, Berks County, Pennsylvania |
E158092
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
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.
|
E624428
|
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: Union Township, Berks County, Pennsylvania | Statement: [Amity Township, Berks County, Pennsylvania, borders, Union Township, Berks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union Township, Berks County, Pennsylvania Context triple: [Amity Township, Berks County, Pennsylvania, borders, Union Township, Berks County, Pennsylvania]
-
A.
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.
-
B.
Union Township, Lebanon County, Pennsylvania
Union Township is a rural municipality in Lebanon County, Pennsylvania, known for its small communities, natural landscapes, and inclusion in the broader Lebanon metropolitan region.
-
C.
Union Township, Washington County, Pennsylvania
Union Township is a rural municipality in Washington County, Pennsylvania, known for its residential communities, open spaces, and location within the Pittsburgh metropolitan area.
-
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.
North Union Township, Pennsylvania
North Union Township, Pennsylvania is a municipality in Fayette County known for its mix of residential communities, commercial areas, and transportation links in southwestern Pennsylvania.
- 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: Union Township, Berks County, Pennsylvania Triple: [Amity Township, Berks County, Pennsylvania, borders, Union Township, Berks County, Pennsylvania]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union Township, Berks County, Pennsylvania Target entity description: 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.
-
A.
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.
-
B.
Union Township, Lebanon County, Pennsylvania
Union Township is a rural municipality in Lebanon County, Pennsylvania, known for its small communities, natural landscapes, and inclusion in the broader Lebanon metropolitan region.
-
C.
Union Township, Washington County, Pennsylvania
Union Township is a rural municipality in Washington County, Pennsylvania, known for its residential communities, open spaces, and location within the Pittsburgh metropolitan area.
-
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.
North Union Township, Pennsylvania
North Union Township, Pennsylvania is a municipality in Fayette County known for its mix of residential communities, commercial areas, and transportation links in southwestern Pennsylvania.
- 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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fdda9cc8190b039f892d046d7af |
completed | March 28, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c73913cac88190b97db49266b30b23 |
completed | March 28, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c739c4313881909fa14f471db0f923 |
completed | March 28, 2026, 2:15 a.m. |
Created at: March 27, 2026, 2:20 p.m.