Triple

T15062466
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania state highway system E379662 entity
Predicate hasNotableRoute P13417 FINISHED
Object Pennsylvania Route 222
Pennsylvania Route 222 is a major north–south state highway in eastern Pennsylvania that connects the Reading and Lancaster areas with the Lehigh Valley, serving as an important regional commuter and freight corridor.
 E1194683 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: Pennsylvania Route 222 | Statement: [Pennsylvania state highway system, hasNotableRoute, Pennsylvania Route 222]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 222
Context triple: [Pennsylvania state highway system, hasNotableRoute, Pennsylvania Route 222]
  • A. Pennsylvania Route 228
    Pennsylvania Route 228 is a state highway in western Pennsylvania that serves as a major east–west corridor connecting suburban communities, commercial areas, and regional routes north of Pittsburgh.
  • B. Pennsylvania Route 272
    Pennsylvania Route 272 is a state highway in southeastern Pennsylvania that runs through Lancaster County and surrounding areas, serving as a key local north–south route parallel to U.S. Route 222.
  • C. Pennsylvania Route 230
    Pennsylvania Route 230 is a state highway in south-central Pennsylvania that connects Harrisburg to Lancaster County, passing through communities such as Elizabethtown and serving as a key regional corridor.
  • D. Pennsylvania Route 252
    Pennsylvania Route 252 is a state highway in southeastern Pennsylvania that runs north–south through Delaware and Montgomery counties, connecting several suburbs and local communities.
  • E. Pennsylvania Route 283
    Pennsylvania Route 283 is a major limited-access highway in south-central Pennsylvania that connects the Harrisburg area with Lancaster, serving as a key commuter and regional traffic corridor.
  • 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: Pennsylvania Route 222
Triple: [Pennsylvania state highway system, hasNotableRoute, Pennsylvania Route 222]
Generated description
Pennsylvania Route 222 is a major north–south state highway in eastern Pennsylvania that connects the Reading and Lancaster areas with the Lehigh Valley, serving as an important regional commuter and freight corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 222
Target entity description: Pennsylvania Route 222 is a major north–south state highway in eastern Pennsylvania that connects the Reading and Lancaster areas with the Lehigh Valley, serving as an important regional commuter and freight corridor.
  • A. Pennsylvania Route 228
    Pennsylvania Route 228 is a state highway in western Pennsylvania that serves as a major east–west corridor connecting suburban communities, commercial areas, and regional routes north of Pittsburgh.
  • B. Pennsylvania Route 272
    Pennsylvania Route 272 is a state highway in southeastern Pennsylvania that runs through Lancaster County and surrounding areas, serving as a key local north–south route parallel to U.S. Route 222.
  • C. Pennsylvania Route 230
    Pennsylvania Route 230 is a state highway in south-central Pennsylvania that connects Harrisburg to Lancaster County, passing through communities such as Elizabethtown and serving as a key regional corridor.
  • D. Pennsylvania Route 252
    Pennsylvania Route 252 is a state highway in southeastern Pennsylvania that runs north–south through Delaware and Montgomery counties, connecting several suburbs and local communities.
  • E. Pennsylvania Route 283
    Pennsylvania Route 283 is a major limited-access highway in south-central Pennsylvania that connects the Harrisburg area with Lancaster, serving as a key commuter and regional traffic corridor.
  • 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_69d85cd7683881908d405c1b5d7b4f7f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69dedee6a55c8190b40c4672fb46b79b completed April 15, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb7921208190bbf4e1a01c6ec5ee completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffec5cc1808190ae622027804b43f2 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffed56235c8190b2075cce605ecf03 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 3:02 a.m.