Triple
T20943722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greensburg Hempfield Area Library |
E515789
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Hempfield Township, Westmoreland County, Pennsylvania |
—
|
NE NERFINISHED |
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: Hempfield Township, Westmoreland County, Pennsylvania | Statement: [Greensburg Hempfield Area Library, serves, Hempfield Township, Westmoreland County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hempfield Township, Westmoreland County, Pennsylvania Context triple: [Greensburg Hempfield Area Library, serves, Hempfield Township, Westmoreland County, Pennsylvania]
-
A.
Hempfield Township, Westmoreland County, Pennsylvania
chosen
Hempfield Township in Westmoreland County, Pennsylvania, is a large suburban and semi-rural municipality near Greensburg known for its residential communities, commercial centers, and role as a regional hub in southwestern Pennsylvania.
-
B.
West Township, Huntingdon County, Pennsylvania
West Township is a rural municipality in Huntingdon County, Pennsylvania, known for its small population, scenic landscapes, and predominantly agricultural character.
-
C.
Hampden Township, Pennsylvania
Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
-
D.
Hamilton Township, Adams County, Pennsylvania
Hamilton Township is a rural municipality in Adams County, Pennsylvania, known for its agricultural landscape and small-community character in south-central Pennsylvania.
-
E.
Hempfield Township
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4fc13408190b06868df03c5c29b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6f95838708190978dfa8bc786fb22 |
completed | April 21, 2026, 4:13 a.m. |
Created at: April 16, 2026, 12:50 p.m.