Triple

T12157969
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 222 E289627 entity
Predicate terminusNorth P3375 FINISHED
Object Interstate 78 in Upper Macungie Township, Pennsylvania
Interstate 78 in Upper Macungie Township, Pennsylvania is a major east–west freeway in the Lehigh Valley region that serves as a key corridor for regional and interstate traffic between central Pennsylvania, New Jersey, and the New York City metropolitan area.
E967018 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: Interstate 78 in Upper Macungie Township, Pennsylvania | Statement: [U.S. Route 222, terminusNorth, Interstate 78 in Upper Macungie Township, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 78 in Upper Macungie Township, Pennsylvania
Context triple: [U.S. Route 222, terminusNorth, Interstate 78 in Upper Macungie Township, Pennsylvania]
  • A. Interstate 279 in Pennsylvania
    Interstate 279 in Pennsylvania is a spur highway that connects downtown Pittsburgh to Interstate 79, serving as a major commuter and access route through the city’s northern suburbs.
  • B. Interstate 180 in Pennsylvania
    Interstate 180 in Pennsylvania is a short auxiliary Interstate highway that connects Interstate 80 to the city of Williamsport, serving as a key regional corridor in north-central Pennsylvania.
  • C. Interstate 76 in New Jersey
    Interstate 76 in New Jersey is a short but heavily traveled freeway connecting the Walt Whitman Bridge at the Pennsylvania border to Interstate 295 and the New Jersey Turnpike in the Camden–Gloucester County area.
  • D. Interstate 287 in Hanover Township
    Interstate 287 in Hanover Township is a major circumferential highway in northern New Jersey that serves as a key connector between regional routes and suburban communities.
  • E. Interstate 380 in Pennsylvania
    Interstate 380 in Pennsylvania is a short auxiliary Interstate highway in the northeastern part of the state that connects Interstate 80 with Interstate 81, serving the Scranton–Pocono region.
  • 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: Interstate 78 in Upper Macungie Township, Pennsylvania
Triple: [U.S. Route 222, terminusNorth, Interstate 78 in Upper Macungie Township, Pennsylvania]
Generated description
Interstate 78 in Upper Macungie Township, Pennsylvania is a major east–west freeway in the Lehigh Valley region that serves as a key corridor for regional and interstate traffic between central Pennsylvania, New Jersey, and the New York City metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 78 in Upper Macungie Township, Pennsylvania
Target entity description: Interstate 78 in Upper Macungie Township, Pennsylvania is a major east–west freeway in the Lehigh Valley region that serves as a key corridor for regional and interstate traffic between central Pennsylvania, New Jersey, and the New York City metropolitan area.
  • A. Interstate 279 in Pennsylvania
    Interstate 279 in Pennsylvania is a spur highway that connects downtown Pittsburgh to Interstate 79, serving as a major commuter and access route through the city’s northern suburbs.
  • B. Interstate 180 in Pennsylvania
    Interstate 180 in Pennsylvania is a short auxiliary Interstate highway that connects Interstate 80 to the city of Williamsport, serving as a key regional corridor in north-central Pennsylvania.
  • C. Interstate 76 in New Jersey
    Interstate 76 in New Jersey is a short but heavily traveled freeway connecting the Walt Whitman Bridge at the Pennsylvania border to Interstate 295 and the New Jersey Turnpike in the Camden–Gloucester County area.
  • D. Interstate 287 in Hanover Township
    Interstate 287 in Hanover Township is a major circumferential highway in northern New Jersey that serves as a key connector between regional routes and suburban communities.
  • E. Interstate 380 in Pennsylvania
    Interstate 380 in Pennsylvania is a short auxiliary Interstate highway in the northeastern part of the state that connects Interstate 80 with Interstate 81, serving the Scranton–Pocono region.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c277e481908351bf4e664dda42 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69e8498819080d571e6fb4edfde completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f601e0777081909e1212436680a10d completed May 2, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_69f602a21f948190849839301f49d55a completed May 2, 2026, 1:56 p.m.
Created at: April 8, 2026, 9:50 p.m.