Triple
T1704539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurel Business Institute |
E36840
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | southwestern Pennsylvania |
E134022
|
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: southwestern Pennsylvania | Statement: [Laurel Business Institute, regionServed, southwestern Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southwestern Pennsylvania Context triple: [Laurel Business Institute, regionServed, southwestern Pennsylvania]
-
A.
Southwestern Pennsylvania
chosen
Southwestern Pennsylvania is a region of the U.S. state of Pennsylvania that includes the Pittsburgh metropolitan area and surrounding Appalachian counties in the state's southwest corner.
-
B.
Western Pennsylvania
Western Pennsylvania is a region of the U.S. state of Pennsylvania centered around cities like Pittsburgh, known historically for its industrial heritage, Appalachian landscapes, and distinct cultural identity.
-
C.
South Central Pennsylvania
South Central Pennsylvania is a region of the state known for its historic Civil War sites, rolling farmland, and small cities such as Harrisburg, York, and Gettysburg.
-
D.
Northern Pennsylvania
Northern Pennsylvania is a largely rural, forested region of the state known for its river valleys, small towns, and proximity to the New York border.
-
E.
Central Pennsylvania
Central Pennsylvania is a region in the U.S. state of Pennsylvania characterized by its mix of small cities, rural communities, and significant educational and governmental institutions.
- 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_69a88617439c819094ffb5d16a0f6307 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62f25bac8190977d6f3bd79363cb |
completed | March 6, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0cf5a3481908434c725e85360a2 |
completed | March 8, 2026, 4:16 p.m. |
Created at: March 4, 2026, 7:30 p.m.