Triple
T7654104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bedford County |
E173330
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Schellsburg, Pennsylvania
Schellsburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 19th-century architecture and location along the Lincoln Highway.
|
E690006
|
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: Schellsburg, Pennsylvania | Statement: [Bedford County, contains, Schellsburg, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schellsburg, Pennsylvania Context triple: [Bedford County, contains, Schellsburg, Pennsylvania]
-
A.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
B.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
C.
Bridgeville, Pennsylvania
Bridgeville, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically shaped by coal mining and industry and now a residential community with local businesses and easy access to the city.
-
D.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
E.
Shamokin, Pennsylvania
Shamokin, Pennsylvania is a small former coal-mining city in Northumberland County known for its role in the anthracite coal industry and its historic downtown.
- 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: Schellsburg, Pennsylvania Triple: [Bedford County, contains, Schellsburg, Pennsylvania]
Generated description
Schellsburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 19th-century architecture and location along the Lincoln Highway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schellsburg, Pennsylvania Target entity description: Schellsburg, Pennsylvania is a small historic borough in south-central Pennsylvania known for its 19th-century architecture and location along the Lincoln Highway.
-
A.
Parkesburg, Pennsylvania
Parkesburg, Pennsylvania is a small borough in Chester County known historically as a railroad town along major east–west rail lines in southeastern Pennsylvania.
-
B.
Riegelsville, Pennsylvania
Riegelsville, Pennsylvania is a small borough in Bucks County along the Delaware River, known for its historic bridge and rural, riverside character.
-
C.
Bridgeville, Pennsylvania
Bridgeville, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically shaped by coal mining and industry and now a residential community with local businesses and easy access to the city.
-
D.
Mount Pleasant, Pennsylvania
Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
-
E.
Shamokin, Pennsylvania
Shamokin, Pennsylvania is a small former coal-mining city in Northumberland County known for its role in the anthracite coal industry and its historic downtown.
- 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_69c6995473348190a4f41d110d619a18 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018d4cdc819092ca297b836190d9 |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c91b1bd9148190931ce1a2a42f729b |
completed | March 29, 2026, 12:29 p.m. |
| NEDg | Description generation | batch_69c91b6406108190af3124e3e832094d |
completed | March 29, 2026, 12:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c91c31e39081909bbcbcf392f0606d |
completed | March 29, 2026, 12:33 p.m. |
Created at: March 27, 2026, 3:59 p.m.