Triple

T10914174
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Pennsylvania E257776 entity
Predicate hasCity P316 FINISHED
Object Clarks Summit
Clarks Summit is a small suburban borough in Lackawanna County, Pennsylvania, known for its residential character and proximity to Scranton in the northeastern part of the state.
 E902249 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: Clarks Summit | Statement: [Northeastern Pennsylvania, hasCity, Clarks Summit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Clarks Summit
Context triple: [Northeastern Pennsylvania, hasCity, Clarks Summit]
  • A. Quakertown, Pennsylvania
    Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
  • B. Mattersburg
    Mattersburg is a small Austrian town that serves as an important local center in the eastern state of Burgenland.
  • C. Lehighton
    Lehighton is a small borough in Carbon County, Pennsylvania, known historically as a railroad and industrial community along the Lehigh River in the northeastern part of the state.
  • D. Meadville
    Meadville is a small city in northwestern Pennsylvania known historically as an early center of industry and home to Allegheny College.
  • E. South Wilkes-Barre
    South Wilkes-Barre is a primarily residential neighborhood located in the southern part of the city of Wilkes-Barre, 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: Clarks Summit
Triple: [Northeastern Pennsylvania, hasCity, Clarks Summit]
Generated description
Clarks Summit is a small suburban borough in Lackawanna County, Pennsylvania, known for its residential character and proximity to Scranton in the northeastern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Clarks Summit
Target entity description: Clarks Summit is a small suburban borough in Lackawanna County, Pennsylvania, known for its residential character and proximity to Scranton in the northeastern part of the state.
  • A. Quakertown, Pennsylvania
    Quakertown, Pennsylvania is a small borough in Bucks County known as a regional commercial hub with historic roots and convenient access to major routes between Philadelphia and the Lehigh Valley.
  • B. Mattersburg
    Mattersburg is a small Austrian town that serves as an important local center in the eastern state of Burgenland.
  • C. Lehighton
    Lehighton is a small borough in Carbon County, Pennsylvania, known historically as a railroad and industrial community along the Lehigh River in the northeastern part of the state.
  • D. Meadville
    Meadville is a small city in northwestern Pennsylvania known historically as an early center of industry and home to Allegheny College.
  • E. South Wilkes-Barre
    South Wilkes-Barre is a primarily residential neighborhood located in the southern part of the city of Wilkes-Barre, 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77073d12881908ea59771b84bc804 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e3c7e869748190991e06d9df50faa9 completed April 18, 2026, 6:05 p.m.
NEDg Description generation batch_69e3ca36528081908dd0db5063e90b3b completed April 18, 2026, 6:15 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf08cf108190966b4abd0514a6ea completed April 18, 2026, 6:35 p.m.
Created at: April 8, 2026, 9:22 p.m.