Triple
T14659466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spangler, Pennsylvania, United States |
E344197
|
entity |
| Predicate | mergedToForm |
P77
|
FINISHED |
| Object | Northern Cambria, Pennsylvania |
E1112310
|
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: Northern Cambria, Pennsylvania | Statement: [Spangler, Pennsylvania, United States, mergedToForm, Northern Cambria, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Cambria, Pennsylvania Context triple: [Spangler, Pennsylvania, United States, mergedToForm, Northern Cambria, Pennsylvania]
-
A.
Northern Cambria, Pennsylvania
chosen
Northern Cambria, Pennsylvania is a small borough in Cambria County formed by the merger of the former coal-mining communities of Barnesboro and Spangler.
-
B.
North Wales, Pennsylvania
North Wales, Pennsylvania is a small suburban borough in Montgomery County, north of Philadelphia, known for its residential character and regional rail access.
-
C.
Radnor, Pennsylvania
Radnor, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its affluent residential neighborhoods, corporate offices, and educational institutions.
-
D.
Shenandoah, Pennsylvania
Shenandoah, Pennsylvania is a small former coal-mining borough in northeastern Pennsylvania known for its anthracite coal heritage and dense, historic town layout.
-
E.
Cornwall, Pennsylvania
Cornwall, Pennsylvania is a small historic borough in Lebanon County known for its former iron ore mines and rural residential character.
- 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51b6a248190a44050c0e0ec2d16 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde175db5881908f88d2b3fd72bb52 |
completed | May 8, 2026, 1:13 p.m. |
Created at: April 10, 2026, 1:27 a.m.