Triple
T8299746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Southampton Township |
E194319
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | Middletown Township, Bucks County, Pennsylvania |
E194318
|
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: Middletown Township, Bucks County, Pennsylvania | Statement: [Lower Southampton Township, adjacentTo, Middletown Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown Township, Bucks County, Pennsylvania Context triple: [Lower Southampton Township, adjacentTo, Middletown Township, Bucks County, Pennsylvania]
-
A.
Middletown Township, Bucks County
chosen
Middletown Township, Bucks County is a suburban municipality in southeastern Pennsylvania known for its residential communities, schools, and commercial centers within the greater Philadelphia metropolitan area.
-
B.
Middletown Township, Delaware County, Pennsylvania
Middletown Township, Delaware County, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods, commercial centers, and proximity to Philadelphia.
-
C.
Middletown, Pennsylvania, United States
Middletown, Pennsylvania, United States, is a small borough in Dauphin County best known as the oldest incorporated community in the county and for its proximity to the Three Mile Island Nuclear Generating Station.
-
D.
North Middleton Township, Pennsylvania
North Middleton Township, Pennsylvania is a primarily residential and rural municipality located just north of Carlisle in Cumberland County, known for its suburban communities and agricultural landscapes.
-
E.
South Middleton Township, Pennsylvania
South Middleton Township, Pennsylvania is a primarily residential and rural municipality in south-central Pennsylvania, located just south of Carlisle in Cumberland County.
- 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7dfb60e48190bfa5de1c1496d3b5 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68bcb43081909e3a8a00947d03f2 |
completed | April 1, 2026, 6:49 p.m. |
Created at: March 30, 2026, 5:53 p.m.