Triple

T7807088
Position Surface form Disambiguated ID Type / Status
Subject Cumberland County, Pennsylvania E180581 entity
Predicate containsBorough P300 FINISHED
Object Newburg, Pennsylvania
Newburg, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and residential community within the Cumberland Valley region.
E705794 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: Newburg, Pennsylvania | Statement: [Cumberland County, Pennsylvania, containsBorough, Newburg, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newburg, Pennsylvania
Context triple: [Cumberland County, Pennsylvania, containsBorough, Newburg, Pennsylvania]
  • A. Brownsville, Pennsylvania
    Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
  • B. Mount Pleasant, Pennsylvania
    Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
  • C. Newville, Pennsylvania
    Newville, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and historic charm within the Cumberland Valley region.
  • D. 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.
  • E. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • 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: Newburg, Pennsylvania
Triple: [Cumberland County, Pennsylvania, containsBorough, Newburg, Pennsylvania]
Generated description
Newburg, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and residential community within the Cumberland Valley region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newburg, Pennsylvania
Target entity description: Newburg, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and residential community within the Cumberland Valley region.
  • A. Brownsville, Pennsylvania
    Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
  • B. Mount Pleasant, Pennsylvania
    Mount Pleasant, Pennsylvania is a small borough in Westmoreland County known historically for its coal mining and glass manufacturing industries.
  • C. Newville, Pennsylvania
    Newville, Pennsylvania is a small borough in south-central Pennsylvania known for its rural character and historic charm within the Cumberland Valley region.
  • D. 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.
  • E. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • 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_69ca827f6f148190beca4e245b993506 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf639fba88190a7c117aab19c0b0f completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cc55dd69bc819089d280e181d43bab completed March 31, 2026, 11:16 p.m.
NEDg Description generation batch_69cc5822581481908a143376bee599ec completed March 31, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69cc58f549388190ba6c8b41c0820cd6 completed March 31, 2026, 11:29 p.m.
Created at: March 30, 2026, 4:35 p.m.