Triple

T18382480
Position Surface form Disambiguated ID Type / Status
Subject Venango County, Pennsylvania E446487 entity
Predicate contains P35 FINISHED
Object Cooperstown, Pennsylvania
Cooperstown, Pennsylvania is a small borough located in northwestern Pennsylvania within Venango County.
E1321605 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: Cooperstown, Pennsylvania | Statement: [Venango County, Pennsylvania, contains, Cooperstown, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cooperstown, Pennsylvania
Context triple: [Venango County, Pennsylvania, contains, Cooperstown, Pennsylvania]
  • A. Pennsburg, Pennsylvania
    Pennsburg, Pennsylvania is a small borough in southeastern Pennsylvania that forms part of the Upper Perkiomen Valley community.
  • B. Columbia, Pennsylvania
    Columbia, Pennsylvania is a historic borough along the Susquehanna River known for its role in early American transportation, industry, and the Underground Railroad.
  • 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. Coopertown, Pennsylvania
    Coopertown, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early suburban development along Philadelphia’s Main Line.
  • E. Rochester, Pennsylvania
    Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
  • 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: Cooperstown, Pennsylvania
Triple: [Venango County, Pennsylvania, contains, Cooperstown, Pennsylvania]
Generated description
Cooperstown, Pennsylvania is a small borough located in northwestern Pennsylvania within Venango County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cooperstown, Pennsylvania
Target entity description: Cooperstown, Pennsylvania is a small borough located in northwestern Pennsylvania within Venango County.
  • A. Pennsburg, Pennsylvania
    Pennsburg, Pennsylvania is a small borough in southeastern Pennsylvania that forms part of the Upper Perkiomen Valley community.
  • B. Columbia, Pennsylvania
    Columbia, Pennsylvania is a historic borough along the Susquehanna River known for its role in early American transportation, industry, and the Underground Railroad.
  • 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. Coopertown, Pennsylvania
    Coopertown, Pennsylvania is a historic residential community within Haverford Township in Delaware County, known for its early suburban development along Philadelphia’s Main Line.
  • E. Rochester, Pennsylvania
    Rochester, Pennsylvania is a small borough in Beaver County located at the confluence of the Beaver and Ohio Rivers in western Pennsylvania.
  • 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_69d8b9f370b88190b1e5081c2c238e7f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e5179c931c8190b1c7c8284f42f7b7 completed April 19, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d782cb54819091b847cdeb98ed5c completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8adc00c81908ca0a4825a2bcea1 completed May 13, 2026, 1:49 a.m.
NED2 Entity disambiguation (via description) batch_6a03da59c1b081908d9488233c611586 completed May 13, 2026, 1:56 a.m.
Created at: April 10, 2026, 10:45 a.m.