Triple

T17855951
Position Surface form Disambiguated ID Type / Status
Subject Wayne County, Pennsylvania E445936 entity
Predicate containsBorough P300 FINISHED
Object Waymart, Pennsylvania
Waymart, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural character and proximity to the Pocono Mountains.
E1291966 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: Waymart, Pennsylvania | Statement: [Wayne County, Pennsylvania, containsBorough, Waymart, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waymart, Pennsylvania
Context triple: [Wayne County, Pennsylvania, containsBorough, Waymart, Pennsylvania]
  • A. Wawa, Pennsylvania
    Wawa, Pennsylvania is an unincorporated community in Delaware County known for lending its name to the Wawa convenience store chain and serving as the endpoint of SEPTA’s Media/Wawa regional rail line.
  • B. Wilpen, Pennsylvania
    Wilpen, Pennsylvania is a small unincorporated community located in the rural Ligonier Valley region of Westmoreland County in western Pennsylvania.
  • C. Waynesburg, Pennsylvania
    Waynesburg, Pennsylvania is a small borough in southwestern Pennsylvania known for being the home of Waynesburg University and for its historic downtown and coal-mining heritage.
  • D. Watsontown, Pennsylvania
    Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
  • E. Womelsdorf, Pennsylvania
    Womelsdorf, Pennsylvania is a small borough in Berks County known for its historic roots in early German settlement and its location in the fertile Tulpehocken Creek valley.
  • 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: Waymart, Pennsylvania
Triple: [Wayne County, Pennsylvania, containsBorough, Waymart, Pennsylvania]
Generated description
Waymart, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural character and proximity to the Pocono Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waymart, Pennsylvania
Target entity description: Waymart, Pennsylvania is a small borough in northeastern Pennsylvania known for its rural character and proximity to the Pocono Mountains.
  • A. Wawa, Pennsylvania
    Wawa, Pennsylvania is an unincorporated community in Delaware County known for lending its name to the Wawa convenience store chain and serving as the endpoint of SEPTA’s Media/Wawa regional rail line.
  • B. Wilpen, Pennsylvania
    Wilpen, Pennsylvania is a small unincorporated community located in the rural Ligonier Valley region of Westmoreland County in western Pennsylvania.
  • C. Waynesburg, Pennsylvania
    Waynesburg, Pennsylvania is a small borough in southwestern Pennsylvania known for being the home of Waynesburg University and for its historic downtown and coal-mining heritage.
  • D. Watsontown, Pennsylvania
    Watsontown, Pennsylvania is a small borough along the West Branch Susquehanna River in central Pennsylvania known for its historic downtown and residential community.
  • E. Womelsdorf, Pennsylvania
    Womelsdorf, Pennsylvania is a small borough in Berks County known for its historic roots in early German settlement and its location in the fertile Tulpehocken Creek valley.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4978bd5e081909e192f6aada5235f completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c62097c8190a52994d2806cb54a completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d0529f081908d5fd390af9d6bb7 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030dbb23208190bb73c4f9cee76f73 completed May 12, 2026, 11:23 a.m.
Created at: April 10, 2026, 10:17 a.m.