Triple

T20495193
Position Surface form Disambiguated ID Type / Status
Subject Wyoming County, Pennsylvania E502852 entity
Predicate contains P35 FINISHED
Object Forkston Township
Forkston Township is a rural municipality located in Wyoming County in northeastern Pennsylvania, known for its forested landscapes and outdoor recreation opportunities.
E1445148 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: Forkston Township | Statement: [Wyoming County, Pennsylvania, contains, Forkston Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forkston Township
Context triple: [Wyoming County, Pennsylvania, contains, Forkston Township]
  • A. Fillmore Township
    Fillmore Township is a civil township located within Allegan County in the U.S. state of Michigan.
  • B. Bowne Township
    Bowne Township is a civil township located in Kent County in the U.S. state of Michigan.
  • C. Insein Township
    Insein Township is a northern suburban township of Yangon, Myanmar, known for its large railway junction and the notorious Insein Prison.
  • D. Finch Township
    Finch Township is a rural municipality in eastern Ontario, Canada, known for its agricultural landscape and small communities within Stormont County.
  • E. Dorr Township
    Dorr Township is a civil township and primarily rural community located in Allegan County in the U.S. state of Michigan.
  • 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: Forkston Township
Triple: [Wyoming County, Pennsylvania, contains, Forkston Township]
Generated description
Forkston Township is a rural municipality located in Wyoming County in northeastern Pennsylvania, known for its forested landscapes and outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forkston Township
Target entity description: Forkston Township is a rural municipality located in Wyoming County in northeastern Pennsylvania, known for its forested landscapes and outdoor recreation opportunities.
  • A. Fillmore Township
    Fillmore Township is a civil township located within Allegan County in the U.S. state of Michigan.
  • B. Bowne Township
    Bowne Township is a civil township located in Kent County in the U.S. state of Michigan.
  • C. Insein Township
    Insein Township is a northern suburban township of Yangon, Myanmar, known for its large railway junction and the notorious Insein Prison.
  • D. Finch Township
    Finch Township is a rural municipality in eastern Ontario, Canada, known for its agricultural landscape and small communities within Stormont County.
  • E. Dorr Township
    Dorr Township is a civil township and primarily rural community located in Allegan County in the U.S. state of Michigan.
  • 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_69e0b4b0373881909dd3e9387f82eab4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69cbd2dfc81908204f7bfa8a763b6 completed April 20, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7cce488819080170d14a183f629 completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d83d05008190b5c3b17cfe355ae5 completed May 16, 2026, 8:49 p.m.
NED2 Entity disambiguation (via description) batch_6a08d89d6fb48190b3ce407739685563 completed May 16, 2026, 8:50 p.m.
Created at: April 16, 2026, 11:35 a.m.