Triple

T6717513
Position Surface form Disambiguated ID Type / Status
Subject St. Marys, Pennsylvania E153308 entity
Predicate locatedInRegion P40 FINISHED
Object north-central Pennsylvania
North-central Pennsylvania is a largely rural region of the U.S. state of Pennsylvania characterized by its forests, small towns, and outdoor recreation areas.
E123178 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: north-central Pennsylvania | Statement: [St. Marys, Pennsylvania, locatedInRegion, north-central Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: north-central Pennsylvania
Context triple: [St. Marys, Pennsylvania, locatedInRegion, north-central Pennsylvania]
  • A. Northern Pennsylvania
    Northern Pennsylvania is a largely rural, forested region of the state known for its river valleys, small towns, and proximity to the New York border.
  • B. Central Pennsylvania
    Central Pennsylvania is a region in the U.S. state of Pennsylvania characterized by its mix of small cities, rural communities, and significant educational and governmental institutions.
  • C. northwestern Pennsylvania
    Northwestern Pennsylvania is a region of the U.S. state of Pennsylvania known for its forested landscapes, rural communities, and proximity to Lake Erie.
  • D. South Central Pennsylvania
    South Central Pennsylvania is a region of the state known for its historic Civil War sites, rolling farmland, and small cities such as Harrisburg, York, and Gettysburg.
  • E. Northeastern Pennsylvania
    Northeastern Pennsylvania is a region of the U.S. state of Pennsylvania known for its former coal-mining communities, small cities like Scranton and Wilkes-Barre, and proximity to the Pocono Mountains.
  • 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: north-central Pennsylvania
Triple: [St. Marys, Pennsylvania, locatedInRegion, north-central Pennsylvania]
Generated description
North-central Pennsylvania is a largely rural region of the U.S. state of Pennsylvania characterized by its forests, small towns, and outdoor recreation areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: north-central Pennsylvania
Target entity description: North-central Pennsylvania is a largely rural region of the U.S. state of Pennsylvania characterized by its forests, small towns, and outdoor recreation areas.
  • A. Northern Pennsylvania chosen
    Northern Pennsylvania is a largely rural, forested region of the state known for its river valleys, small towns, and proximity to the New York border.
  • B. Central Pennsylvania
    Central Pennsylvania is a region in the U.S. state of Pennsylvania characterized by its mix of small cities, rural communities, and significant educational and governmental institutions.
  • C. northwestern Pennsylvania
    Northwestern Pennsylvania is a region of the U.S. state of Pennsylvania known for its forested landscapes, rural communities, and proximity to Lake Erie.
  • D. South Central Pennsylvania
    South Central Pennsylvania is a region of the state known for its historic Civil War sites, rolling farmland, and small cities such as Harrisburg, York, and Gettysburg.
  • E. Northeastern Pennsylvania
    Northeastern Pennsylvania is a region of the U.S. state of Pennsylvania known for its former coal-mining communities, small cities like Scranton and Wilkes-Barre, and proximity to the Pocono Mountains.
  • F. None of above.

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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d12765a48190b485176dc2ffa0fa completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70afa805c819098312fc0d06ec115 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70d3a298881908260da6ad2ddfb48 completed March 27, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69c70d8901088190a3ab5c7f0af8398c completed March 27, 2026, 11:06 p.m.
Created at: March 27, 2026, 2:07 p.m.