Triple
T1617038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham, Pennsylvania |
E34742
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Easton, Pennsylvania
Easton, Pennsylvania is a small city in eastern Pennsylvania situated at the confluence of the Delaware and Lehigh Rivers, known for its historic downtown and role as a regional cultural and economic center.
|
E207338
|
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: Easton, Pennsylvania | Statement: [Durham, Pennsylvania, locatedNear, Easton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Easton, Pennsylvania Context triple: [Durham, Pennsylvania, locatedNear, Easton, Pennsylvania]
-
A.
Easton
Easton is a village on the Isle of Portland in Dorset, England, known for its historic stone buildings and coastal setting.
-
B.
Easton
Easton is a suburban town in southeastern Massachusetts known for its historic architecture, residential character, and proximity to the Greater Boston area.
-
C.
Easton, Maryland
Easton, Maryland is a historic town on Maryland’s Eastern Shore known for its colonial architecture, cultural festivals, and role as a regional commercial and arts center.
-
D.
Doylestown, Pennsylvania
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
E.
Williamsport, Pennsylvania
Williamsport, Pennsylvania is a city in north-central Pennsylvania best known as the birthplace of Little League Baseball and host of the annual Little League World Series.
- 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: Easton, Pennsylvania Triple: [Durham, Pennsylvania, locatedNear, Easton, Pennsylvania]
Generated description
Easton, Pennsylvania is a small city in eastern Pennsylvania situated at the confluence of the Delaware and Lehigh Rivers, known for its historic downtown and role as a regional cultural and economic center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Easton, Pennsylvania Target entity description: Easton, Pennsylvania is a small city in eastern Pennsylvania situated at the confluence of the Delaware and Lehigh Rivers, known for its historic downtown and role as a regional cultural and economic center.
-
A.
Easton
Easton is a village on the Isle of Portland in Dorset, England, known for its historic stone buildings and coastal setting.
-
B.
Easton
Easton is a suburban town in southeastern Massachusetts known for its historic architecture, residential character, and proximity to the Greater Boston area.
-
C.
Easton, Maryland
Easton, Maryland is a historic town on Maryland’s Eastern Shore known for its colonial architecture, cultural festivals, and role as a regional commercial and arts center.
-
D.
Doylestown, Pennsylvania
Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
-
E.
Williamsport, Pennsylvania
Williamsport, Pennsylvania is a city in north-central Pennsylvania best known as the birthplace of Little League Baseball and host of the annual Little League World Series.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909abbec081908f95547471530ad5 |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1ac4b9c8190a7d0fa610a77f9c3 |
completed | March 8, 2026, 7:44 p.m. |
| NEDg | Description generation | batch_69add2729498819082f6595c57f545a8 |
completed | March 8, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add32803a48190b8ff08c605790f22 |
completed | March 8, 2026, 7:51 p.m. |
Created at: March 4, 2026, 7:28 p.m.