Triple

T8132638
Position Surface form Disambiguated ID Type / Status
Subject Blue Marsh Lake E189887 entity
Predicate nearCity P350 FINISHED
Object Leesport, Pennsylvania
Leesport, Pennsylvania is a small borough in Berks County known for its proximity to Blue Marsh Lake and its rural, riverside community character.
E747992 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: Leesport, Pennsylvania | Statement: [Blue Marsh Lake, nearCity, Leesport, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leesport, Pennsylvania
Context triple: [Blue Marsh Lake, nearCity, Leesport, Pennsylvania]
  • A. New London, Pennsylvania
    New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
  • B. Bridgeport, Pennsylvania
    Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
  • C. Newport, Pennsylvania
    Newport, Pennsylvania is a small historic borough along the Juniata River in Perry County known for its rural character and role as a local commercial center.
  • D. Bridgewater, Pennsylvania
    Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
  • E. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
  • 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: Leesport, Pennsylvania
Triple: [Blue Marsh Lake, nearCity, Leesport, Pennsylvania]
Generated description
Leesport, Pennsylvania is a small borough in Berks County known for its proximity to Blue Marsh Lake and its rural, riverside community character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leesport, Pennsylvania
Target entity description: Leesport, Pennsylvania is a small borough in Berks County known for its proximity to Blue Marsh Lake and its rural, riverside community character.
  • A. New London, Pennsylvania
    New London, Pennsylvania is a small rural community in Chester County known historically as the home of the New London Academy, one of the region’s early educational institutions.
  • B. Bridgeport, Pennsylvania
    Bridgeport, Pennsylvania is a small borough in Montgomery County, near major commercial and transportation hubs in the Philadelphia metropolitan area.
  • C. Newport, Pennsylvania
    Newport, Pennsylvania is a small historic borough along the Juniata River in Perry County known for its rural character and role as a local commercial center.
  • D. Bridgewater, Pennsylvania
    Bridgewater, Pennsylvania is a small borough in Beaver County situated at the confluence of the Beaver and Ohio Rivers, known for its historic riverfront setting.
  • E. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43ba98c881909c4b4c9cd25ad063 completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cebb05716c8190aec1ea8f0d01443a completed April 2, 2026, 6:52 p.m.
NEDg Description generation batch_69cebc9d4ca88190942c333806181b55 completed April 2, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69cec0a9c39c8190a7bcecc6927b98f0 completed April 2, 2026, 7:16 p.m.
Created at: March 30, 2026, 5:35 p.m.