Triple

T1661987
Position Surface form Disambiguated ID Type / Status
Subject Chester, Pennsylvania E35928 entity
Predicate adjacentTo P224 FINISHED
Object Marcus Hook, Pennsylvania
Marcus Hook, Pennsylvania is a small industrial borough in Delaware County along the Delaware River, historically known for its oil refineries and role as a transportation and manufacturing hub near the city of Chester.
E189133 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: Marcus Hook, Pennsylvania | Statement: [Chester, Pennsylvania, adjacentTo, Marcus Hook, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marcus Hook, Pennsylvania
Context triple: [Chester, Pennsylvania, adjacentTo, Marcus Hook, Pennsylvania]
  • A. Port Carbon, Pennsylvania
    Port Carbon, Pennsylvania is a small borough in eastern Pennsylvania’s historic anthracite coal region.
  • B. New Castle, Pennsylvania
    New Castle, Pennsylvania is a small city in western Pennsylvania known historically for its steel and tinplate industries and as part of the greater Pittsburgh metropolitan area.
  • C. Egg Harbor City
    Egg Harbor City is a small city in Atlantic County, New Jersey, known historically for its German-American heritage and as a stop along regional rail and highway routes between Philadelphia and Atlantic City.
  • D. Presque Isle, Pennsylvania
    Presque Isle, Pennsylvania is a historic area on the shore of Lake Erie, best known for its strategic military role in early American history and its scenic peninsula that is now a popular state park.
  • E. Chartiers, Pennsylvania
    Chartiers, Pennsylvania is a community in the Pittsburgh area best known as the birthplace of Baseball Hall of Famer Honus Wagner.
  • 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: Marcus Hook, Pennsylvania
Triple: [Chester, Pennsylvania, adjacentTo, Marcus Hook, Pennsylvania]
Generated description
Marcus Hook, Pennsylvania is a small industrial borough in Delaware County along the Delaware River, historically known for its oil refineries and role as a transportation and manufacturing hub near the city of Chester.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marcus Hook, Pennsylvania
Target entity description: Marcus Hook, Pennsylvania is a small industrial borough in Delaware County along the Delaware River, historically known for its oil refineries and role as a transportation and manufacturing hub near the city of Chester.
  • A. Port Carbon, Pennsylvania
    Port Carbon, Pennsylvania is a small borough in eastern Pennsylvania’s historic anthracite coal region.
  • B. New Castle, Pennsylvania
    New Castle, Pennsylvania is a small city in western Pennsylvania known historically for its steel and tinplate industries and as part of the greater Pittsburgh metropolitan area.
  • C. Egg Harbor City
    Egg Harbor City is a small city in Atlantic County, New Jersey, known historically for its German-American heritage and as a stop along regional rail and highway routes between Philadelphia and Atlantic City.
  • D. Presque Isle, Pennsylvania
    Presque Isle, Pennsylvania is a historic area on the shore of Lake Erie, best known for its strategic military role in early American history and its scenic peninsula that is now a popular state park.
  • E. Chartiers, Pennsylvania
    Chartiers, Pennsylvania is a community in the Pittsburgh area best known as the birthplace of Baseball Hall of Famer Honus Wagner.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ab3bd7081908d15d772b10aebbe completed March 5, 2026, 4:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad71adb0388190b358e83fa8dfaef5 completed March 8, 2026, 12:55 p.m.
NEDg Description generation batch_69ad7252c9d88190a6bc782139e97342 completed March 8, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_69ad72e9403081909915a0a2649946d0 completed March 8, 2026, 1 p.m.
Created at: March 4, 2026, 7:29 p.m.