Triple
T15255837
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough Township, Pennsylvania |
E364643
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Lower Frederick Township, Pennsylvania |
E361380
|
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: Lower Frederick Township, Pennsylvania | Statement: [Marlborough Township, Pennsylvania, borders, Lower Frederick Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Frederick Township, Pennsylvania Context triple: [Marlborough Township, Pennsylvania, borders, Lower Frederick Township, Pennsylvania]
-
A.
Lower Frederick Township, Pennsylvania
chosen
Lower Frederick Township, Pennsylvania is a small suburban municipality in Montgomery County known for its residential communities and natural areas along Perkiomen Creek.
-
B.
Upper Frederick Township, Pennsylvania
Upper Frederick Township, Pennsylvania is a rural township in Montgomery County known for its small communities and proximity to natural features like Perkiomen Creek.
-
C.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
D.
Frederick, Pennsylvania
Frederick, Pennsylvania is a small unincorporated community in Montgomery County known for its rural residential character within Upper Frederick Township.
-
E.
Fairview Township, Pennsylvania
Fairview Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located just south of Harrisburg, known for its residential communities and proximity to major transportation routes.
- 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_69fee5f7bd2081909c003deb3a692f18 |
completed | May 9, 2026, 7:44 a.m. |
Created at: April 10, 2026, 3:13 a.m.