Triple
T10914154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Pennsylvania |
E257776
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Lehighton
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.
|
E896546
|
NE FINISHED |
How this triple was built (4 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: [Northeastern Pennsylvania, hasCity, Lehighton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lehighton Context triple: [Northeastern Pennsylvania, hasCity, Lehighton]
-
A.
Mattersburg
Mattersburg is a small Austrian town that serves as an important local center in the eastern state of Burgenland.
-
B.
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.
-
C.
Paoli
Paoli is an Italian surname most notably associated with Corsican patriot and leader Pasquale Paoli and his influential family.
-
D.
Luzerne, Pennsylvania
Luzerne, Pennsylvania is a small borough in Luzerne County that forms part of the urbanized Wyoming Valley region near Wilkes-Barre.
-
E.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lehighton Triple: [Northeastern Pennsylvania, hasCity, Lehighton]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lehighton Target entity description: 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.
-
A.
Mattersburg
Mattersburg is a small Austrian town that serves as an important local center in the eastern state of Burgenland.
-
B.
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.
-
C.
Paoli
Paoli is an Italian surname most notably associated with Corsican patriot and leader Pasquale Paoli and his influential family.
-
D.
Luzerne, Pennsylvania
Luzerne, Pennsylvania is a small borough in Luzerne County that forms part of the urbanized Wyoming Valley region near Wilkes-Barre.
-
E.
Mountville, Pennsylvania
Mountville, Pennsylvania is a small borough in south-central Pennsylvania known for its residential community character and proximity to the city of Lancaster.
- F. None of above. chosen
Provenance (5 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77073d12881908ea59771b84bc804 |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e2d6ec38408190929b5e60a9a3e81e |
completed | April 18, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69e2ff1ddd2c8190b31f5007f7492a4e |
completed | April 18, 2026, 3:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3260494bc81909e3dd4829697fb72 |
completed | April 18, 2026, 6:34 a.m. |
Created at: April 8, 2026, 9:22 p.m.