Triple
T15255833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough Township, Pennsylvania |
E364643
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Upper Hanover Township, Pennsylvania |
E362443
|
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: Upper Hanover Township, Pennsylvania | Statement: [Marlborough Township, Pennsylvania, borders, Upper Hanover Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Hanover Township, Pennsylvania Context triple: [Marlborough Township, Pennsylvania, borders, Upper Hanover Township, Pennsylvania]
-
A.
Upper Hanover Township, Pennsylvania
chosen
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
B.
Lower Saucon Township, Pennsylvania
Lower Saucon Township, Pennsylvania is a suburban community in Northampton County known for its mix of rural landscapes, residential neighborhoods, and proximity to the Lehigh Valley metropolitan area.
-
C.
Haverford Township, Pennsylvania
Haverford Township, Pennsylvania is a suburban municipality west of Philadelphia known for its residential neighborhoods, historic communities, and the presence of Haverford College.
-
D.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
E.
Williams Township, Pennsylvania
Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084b97908190b3bf7ea7bd75bdc0 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef893e73c8190804c14fa1890ac8b |
completed | May 9, 2026, 9:04 a.m. |
Created at: April 10, 2026, 3:13 a.m.