Triple

T4952350
Position Surface form Disambiguated ID Type / Status
Subject New Brighton, Pennsylvania E111196 entity
Predicate adjacentMunicipality P5707 FINISHED
Object Rochester, Pennsylvania
Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
E500669 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: Rochester, Pennsylvania | Statement: [New Brighton, Pennsylvania, adjacentMunicipality, Rochester, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rochester, Pennsylvania
Context triple: [New Brighton, Pennsylvania, adjacentMunicipality, Rochester, Pennsylvania]
  • A. Kingston, Pennsylvania
    Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
  • B. Springfield, Pennsylvania
    Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
  • C. Greensburg, Pennsylvania
    Greensburg, Pennsylvania is a small city in southwestern Pennsylvania known as a regional center for education, culture, and commerce within the Pittsburgh metropolitan area.
  • D. Birmingham, Pennsylvania
    Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
  • E. Rosemont, Pennsylvania
    Rosemont, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its residential neighborhoods and proximity to local colleges.
  • 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: Rochester, Pennsylvania
Triple: [New Brighton, Pennsylvania, adjacentMunicipality, Rochester, Pennsylvania]
Generated description
Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rochester, Pennsylvania
Target entity description: Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
  • A. Kingston, Pennsylvania
    Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
  • B. Springfield, Pennsylvania
    Springfield, Pennsylvania is a township in Delaware County best known as the birthplace of renowned 18th-century painter Benjamin West.
  • C. Greensburg, Pennsylvania
    Greensburg, Pennsylvania is a small city in southwestern Pennsylvania known as a regional center for education, culture, and commerce within the Pittsburgh metropolitan area.
  • D. Birmingham, Pennsylvania
    Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
  • E. Rosemont, Pennsylvania
    Rosemont, Pennsylvania is a suburban community on Philadelphia’s Main Line known for its residential neighborhoods and proximity to local colleges.
  • 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_69bd4418390c8190b7e9766a2512ce55 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd71b6a5d481909ad6f5e0b752496c completed March 20, 2026, 4:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee05dd0388190b6e64256ba5cf5fc completed March 21, 2026, 6:15 p.m.
NEDg Description generation batch_69bee54b0b3c819088e17767dc186658 completed March 21, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69bee59a7c388190b84c5dda653f6def completed March 21, 2026, 6:38 p.m.
Created at: March 20, 2026, 1:31 p.m.