Triple
T21055549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northumberland Historic District |
E518700
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Northumberland, Pennsylvania
Northumberland, Pennsylvania is a small borough in central Pennsylvania known for its historic architecture and role in early American history.
|
E265372
|
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: Northumberland, Pennsylvania | Statement: [Northumberland Historic District, locatedIn, Northumberland, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northumberland, Pennsylvania Context triple: [Northumberland Historic District, locatedIn, Northumberland, Pennsylvania]
-
A.
Northumberland County, Pennsylvania
Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
-
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.
North Wales, Pennsylvania
North Wales, Pennsylvania is a small suburban borough in Montgomery County, north of Philadelphia, known for its residential character and regional rail access.
-
D.
North Washington, Pennsylvania
North Washington, Pennsylvania is a small community located within the Ligonier Valley region of Pennsylvania.
-
E.
New Britain, Pennsylvania
New Britain, Pennsylvania is a small suburban borough in Bucks County known for its residential character and commuter access to the Philadelphia region.
- 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: Northumberland, Pennsylvania Triple: [Northumberland Historic District, locatedIn, Northumberland, Pennsylvania]
Generated description
Northumberland, Pennsylvania is a small borough in central Pennsylvania known for its historic architecture and role in early American history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northumberland, Pennsylvania Target entity description: Northumberland, Pennsylvania is a small borough in central Pennsylvania known for its historic architecture and role in early American history.
-
A.
Northumberland County, Pennsylvania
chosen
Northumberland County, Pennsylvania is a county in central Pennsylvania known for its historic coal-mining communities and location along the Susquehanna River.
-
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.
North Wales, Pennsylvania
North Wales, Pennsylvania is a small suburban borough in Montgomery County, north of Philadelphia, known for its residential character and regional rail access.
-
D.
North Washington, Pennsylvania
North Washington, Pennsylvania is a small community located within the Ligonier Valley region of Pennsylvania.
-
E.
New Britain, Pennsylvania
New Britain, Pennsylvania is a small suburban borough in Bucks County known for its residential character and commuter access to the Philadelphia region.
- F. None of above.
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_69e0b5053ac48190921529544959e906 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fd7edb8481908e4dc7573f7fa98f |
completed | April 21, 2026, 4:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dae71a48190b3b356783babb119 |
completed | May 17, 2026, 7:26 a.m. |
| NEDg | Description generation | batch_6a096e0ddf1c819096d3ee89517d07eb |
completed | May 17, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096e70ba188190b9ee4fbc588d790c |
completed | May 17, 2026, 7:29 a.m. |
Created at: April 16, 2026, 2:37 p.m.