Triple
T21320235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blair County, Pennsylvania |
E525591
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Roaring Spring, Pennsylvania
Roaring Spring, Pennsylvania is a small borough in central Pennsylvania known historically for its paper mill industry and location within Blair County.
|
E1477321
|
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: Roaring Spring, Pennsylvania | Statement: [Blair County, Pennsylvania, contains, Roaring Spring, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roaring Spring, Pennsylvania Context triple: [Blair County, Pennsylvania, contains, Roaring Spring, Pennsylvania]
-
A.
Three Springs, Pennsylvania
Three Springs, Pennsylvania is a small borough in south-central Pennsylvania known for its rural setting within Huntingdon County.
-
B.
Sinking Spring, Pennsylvania
Sinking Spring, Pennsylvania is a small borough in southeastern Pennsylvania known for its suburban character and proximity to the city of Reading.
-
C.
Seven Springs, Pennsylvania
Seven Springs, Pennsylvania is a mountain resort community in the Laurel Highlands of southwestern Pennsylvania, known for its skiing, outdoor recreation, and proximity to multiple year-round resorts.
-
D.
Great Meadows, Pennsylvania
Great Meadows, Pennsylvania is a historic area in Fayette County best known as the site of the 1754 Battle of Fort Necessity, an early engagement of the French and Indian War involving George Washington.
-
E.
Rose Valley, Pennsylvania
Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
- 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: Roaring Spring, Pennsylvania Triple: [Blair County, Pennsylvania, contains, Roaring Spring, Pennsylvania]
Generated description
Roaring Spring, Pennsylvania is a small borough in central Pennsylvania known historically for its paper mill industry and location within Blair County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roaring Spring, Pennsylvania Target entity description: Roaring Spring, Pennsylvania is a small borough in central Pennsylvania known historically for its paper mill industry and location within Blair County.
-
A.
Three Springs, Pennsylvania
Three Springs, Pennsylvania is a small borough in south-central Pennsylvania known for its rural setting within Huntingdon County.
-
B.
Sinking Spring, Pennsylvania
Sinking Spring, Pennsylvania is a small borough in southeastern Pennsylvania known for its suburban character and proximity to the city of Reading.
-
C.
Seven Springs, Pennsylvania
Seven Springs, Pennsylvania is a mountain resort community in the Laurel Highlands of southwestern Pennsylvania, known for its skiing, outdoor recreation, and proximity to multiple year-round resorts.
-
D.
Great Meadows, Pennsylvania
Great Meadows, Pennsylvania is a historic area in Fayette County best known as the site of the 1754 Battle of Fort Necessity, an early engagement of the French and Indian War involving George Washington.
-
E.
Rose Valley, Pennsylvania
Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
- 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_69e0b51ad810819098c12392c8e55f6c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e77ed0a2788190b6a71c8c720173dc |
completed | April 21, 2026, 1:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099edfe15c8190bd52334727acd245 |
completed | May 17, 2026, 10:56 a.m. |
| NEDg | Description generation | batch_6a099f69f1e08190bf96197fcf42b897 |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a099feeda3481909d8020763f32d430 |
completed | May 17, 2026, 11:01 a.m. |
Created at: April 16, 2026, 4:39 p.m.