Triple
T11786839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westmoreland County |
E280289
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object | Hempfield Township |
E946475
|
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: Hempfield Township | Statement: [Westmoreland County, hasTownship, Hempfield Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hempfield Township Context triple: [Westmoreland County, hasTownship, Hempfield Township]
-
A.
Hempfield Township
chosen
Hempfield Township is a large suburban municipality in southwestern Pennsylvania that serves as the primary population and commercial center of Westmoreland County.
-
B.
Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
-
C.
Mahoning Township
Mahoning Township is a municipal township located in Lawrence County in western Pennsylvania, United States.
-
D.
Penfield Township
Penfield Township is a small rural civil township located in Lorain County in northern Ohio, known for its agricultural character and low-density residential communities.
-
E.
Hopkins Township
Hopkins Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a586803481909af0032c35ca6e51 |
completed | April 10, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f130e5a21881909b59e39cd96ec676 |
completed | April 28, 2026, 10:12 p.m. |
Created at: April 8, 2026, 9:42 p.m.