Triple
T17927413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tionesta Creek |
E448232
|
entity |
| Predicate | nearbySettlement |
P350
|
FINISHED |
| Object |
Sheffield, Pennsylvania
Sheffield, Pennsylvania is a small borough in Warren County known for its location in the Allegheny National Forest and its history tied to lumber and outdoor recreation.
|
E1315366
|
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: Sheffield, Pennsylvania | Statement: [Tionesta Creek, nearbySettlement, Sheffield, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheffield, Pennsylvania Context triple: [Tionesta Creek, nearbySettlement, Sheffield, Pennsylvania]
-
A.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
B.
Birmingham, Pennsylvania
Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
-
C.
Bessemer, Pennsylvania
Bessemer, Pennsylvania is a small borough in western Pennsylvania known historically for its steel and industrial heritage.
-
D.
Pottsville, Pennsylvania
Pottsville, Pennsylvania is a historic coal-region city in Schuylkill County known for its anthracite mining heritage and as the home of the Yuengling brewery, the oldest operating brewery in the United States.
-
E.
Scottdale, Pennsylvania
Scottdale, Pennsylvania is a small borough in Westmoreland County known historically for its role in the region’s coal and coke industries.
- 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: Sheffield, Pennsylvania Triple: [Tionesta Creek, nearbySettlement, Sheffield, Pennsylvania]
Generated description
Sheffield, Pennsylvania is a small borough in Warren County known for its location in the Allegheny National Forest and its history tied to lumber and outdoor recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheffield, Pennsylvania Target entity description: Sheffield, Pennsylvania is a small borough in Warren County known for its location in the Allegheny National Forest and its history tied to lumber and outdoor recreation.
-
A.
Springfield, Pennsylvania
Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
-
B.
Birmingham, Pennsylvania
Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
-
C.
Bessemer, Pennsylvania
Bessemer, Pennsylvania is a small borough in western Pennsylvania known historically for its steel and industrial heritage.
-
D.
Pottsville, Pennsylvania
Pottsville, Pennsylvania is a historic coal-region city in Schuylkill County known for its anthracite mining heritage and as the home of the Yuengling brewery, the oldest operating brewery in the United States.
-
E.
Scottdale, Pennsylvania
Scottdale, Pennsylvania is a small borough in Westmoreland County known historically for its role in the region’s coal and coke industries.
- 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_69d8b9f79d14819095540856928f0e25 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4a54f29a88190b035d8473765bde5 |
completed | April 19, 2026, 9:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03b3de8fb48190ae12f8587fa30081 |
completed | May 12, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_6a03b4a9648881908924fa06a74c52ca |
completed | May 12, 2026, 11:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03b597ba408190a4e34a2fca922c84 |
completed | May 12, 2026, 11:19 p.m. |
Created at: April 10, 2026, 10:20 a.m.