Triple
T16466928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | nearestLargerCity |
P42873
|
FINISHED |
| Object | Hazleton, Pennsylvania |
E232998
|
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: Hazleton, Pennsylvania | Statement: [Tamaqua, Pennsylvania, nearestLargerCity, Hazleton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hazleton, Pennsylvania Context triple: [Tamaqua, Pennsylvania, nearestLargerCity, Hazleton, Pennsylvania]
-
A.
Hazleton, Pennsylvania
chosen
Hazleton, Pennsylvania is a small city in northeastern Pennsylvania known historically for its coal mining industry and as a regional commercial center in the Pocono Mountains area.
-
B.
Hawley, Pennsylvania
Hawley, Pennsylvania is a small borough in northeastern Pennsylvania known for its historic downtown, proximity to the Pocono Mountains, and recreational activities along nearby lakes and rivers.
-
C.
Rutledge, Pennsylvania
Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
-
D.
Whitehall, Pennsylvania
Whitehall, Pennsylvania is a suburban borough in Allegheny County, just south of Pittsburgh, known for its residential neighborhoods and access to major transportation routes.
-
E.
Blawnox, Pennsylvania
Blawnox, Pennsylvania is a small borough in Allegheny County near Pittsburgh, known for its residential neighborhoods and light industrial and commercial areas along the Allegheny River.
- 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a2363208190beb218e633d0627e |
completed | May 10, 2026, 1:37 p.m. |
Created at: April 10, 2026, 5:11 a.m.