Triple
T5424352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northumberland, Pennsylvania |
E121325
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Milton, Pennsylvania
Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
|
E526795
|
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: Milton, Pennsylvania | Statement: [Northumberland, Pennsylvania, near, Milton, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milton, Pennsylvania Context triple: [Northumberland, Pennsylvania, near, Milton, Pennsylvania]
-
A.
Milford, Pennsylvania
Milford, Pennsylvania is a historic small borough in northeastern Pennsylvania known for its charming downtown, scenic Delaware River setting, and role as a gateway to the Pocono Mountains.
-
B.
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.
-
C.
Bridgewater, Pennsylvania
Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
-
D.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Farmington, Pennsylvania
Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
- 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: Milton, Pennsylvania Triple: [Northumberland, Pennsylvania, near, Milton, Pennsylvania]
Generated description
Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milton, Pennsylvania Target entity description: Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
-
A.
Milford, Pennsylvania
Milford, Pennsylvania is a historic small borough in northeastern Pennsylvania known for its charming downtown, scenic Delaware River setting, and role as a gateway to the Pocono Mountains.
-
B.
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.
-
C.
Bridgewater, Pennsylvania
Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
-
D.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Farmington, Pennsylvania
Farmington, Pennsylvania is a small unincorporated community in Fayette County known for its scenic Laurel Highlands setting and luxury destination Nemacolin resort.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd88142b4c8190a0a9fce117aaef14 |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfc9d6fb208190b81250ddbcd03b9b |
completed | March 22, 2026, 10:52 a.m. |
| NEDg | Description generation | batch_69bfca66f4748190bc71d754cb8c21ef |
completed | March 22, 2026, 10:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfcab52a848190bd7f628f7b59a382 |
completed | March 22, 2026, 10:55 a.m. |
Created at: March 20, 2026, 2:06 p.m.