Triple
T16230737
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carbon County |
E393972
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Lehighton |
E896546
|
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: Lehighton | Statement: [Carbon County, contains, Lehighton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehighton Context triple: [Carbon County, contains, Lehighton]
-
A.
Lehighton
chosen
Lehighton is a small borough in Carbon County, Pennsylvania, known historically as a railroad and industrial community along the Lehigh River in the northeastern part of the state.
-
B.
Clarks Summit
Clarks Summit is a small suburban borough in Lackawanna County, Pennsylvania, known for its residential character and proximity to Scranton in the northeastern part of the state.
-
C.
Mattersburg
Mattersburg is a small Austrian town that serves as an important local center in the eastern state of Burgenland.
-
D.
Quakertown, Pennsylvania
Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
-
E.
Hellertown, Pennsylvania
Hellertown, Pennsylvania is a small borough in the Lehigh Valley region known for its residential character, local parks, and proximity to Bethlehem and other larger communities.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d29438c81909aa2724cc47bb959 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0007a0ab08819082aea4c312c9ffc7 |
completed | May 10, 2026, 4:20 a.m. |
Created at: April 10, 2026, 5:03 a.m.