Triple
T15129543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Frederick Township, Pennsylvania |
E361380
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Perkiomen Valley region |
E361374
|
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: Perkiomen Valley region | Statement: [Lower Frederick Township, Pennsylvania, locatedIn, Perkiomen Valley region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perkiomen Valley region Context triple: [Lower Frederick Township, Pennsylvania, locatedIn, Perkiomen Valley region]
-
A.
Perkiomen Valley
chosen
Perkiomen Valley is a region in southeastern Pennsylvania characterized by its rolling landscapes, suburban communities, and the Perkiomen Creek running through it.
-
B.
Three Rivers area
The Three Rivers area is a region in northeastern Oklahoma centered around the confluence of major rivers and known for its rich Native American history and cultural heritage.
-
C.
Headwaters region
The Headwaters region is a scenic rural area in south-central Ontario, Canada, known for its rolling hills, small towns, and outdoor recreation opportunities.
-
D.
Murray Ridge region
The Murray Ridge region is a deep-sea area in the Arabian Sea characterized by significant seafloor depth and complex underwater topography.
-
E.
Bethel region
The Bethel region is a community area known for hosting local cultural events and seasonal celebrations in and around Bethel.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec87ed2cc8190b4cae72774e0df7f |
completed | May 9, 2026, 5:39 a.m. |
Created at: April 10, 2026, 3:06 a.m.