Triple
T14357990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walker Township, Schuylkill County, Pennsylvania |
E356020
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Little Schuylkill River valley |
E71663
|
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: Little Schuylkill River valley | Statement: [Walker Township, Schuylkill County, Pennsylvania, locatedIn, Little Schuylkill River valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Little Schuylkill River valley Context triple: [Walker Township, Schuylkill County, Pennsylvania, locatedIn, Little Schuylkill River valley]
-
A.
Little Schuylkill River
chosen
The Little Schuylkill River is a tributary waterway in eastern Pennsylvania that flows through Schuylkill County before joining the larger Schuylkill River.
-
B.
Wissahickon Creek valley
Wissahickon Creek valley is a scenic, wooded gorge in southeastern Pennsylvania known for its rugged trails, historic bridges, and picturesque waterway.
-
C.
Pennypack Creek
Pennypack Creek is a historic stream in northeastern Philadelphia, Pennsylvania, known for its scenic wooded parklands, trails, and stone arch bridges.
-
D.
Schuylkill Valley
Schuylkill Valley is a region in southeastern Pennsylvania centered along the Schuylkill River, encompassing communities such as Pottstown and known for its historic industrial and transportation corridor.
-
E.
Mahanoy Creek watershed
The Mahanoy Creek watershed is a drainage basin in east-central Pennsylvania that collects water from Mahanoy Creek and its tributaries before ultimately feeding into the Susquehanna River system.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f52ca7881908704eef20228aed3 |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c48dd408190ac45ad4ca6f610c3 |
completed | May 8, 2026, 2:36 a.m. |
Created at: April 10, 2026, 1:15 a.m.