Triple

T1595225
Position Surface form Disambiguated ID Type / Status
Subject Reading, Pennsylvania E34264 entity
Predicate majorHighway P385 FINISHED
Object U.S. Route 222
U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
E289627 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: U.S. Route 222 | Statement: [Reading, Pennsylvania, majorHighway, U.S. Route 222]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 222
Context triple: [Reading, Pennsylvania, majorHighway, U.S. Route 222]
  • A. U.S. Route 302
    U.S. Route 302 is a U.S. highway in the northeastern United States that runs from Montpelier, Vermont, through New Hampshire, to Portland, Maine.
  • B. U.S. Route 219
    U.S. Route 219 is a major north–south United States highway running from New York through Pennsylvania and other states, serving as an important regional transportation corridor.
  • C. 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.
  • D. U.S. Route 422
    U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
  • E. Pennsylvania Route 21
    Pennsylvania Route 21 is a state highway in southwestern Pennsylvania that runs east–west, connecting communities such as Uniontown to the West Virginia state line and serving as a key regional 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: U.S. Route 222
Triple: [Reading, Pennsylvania, majorHighway, U.S. Route 222]
Generated description
U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 222
Target entity description: U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
  • A. U.S. Route 302
    U.S. Route 302 is a U.S. highway in the northeastern United States that runs from Montpelier, Vermont, through New Hampshire, to Portland, Maine.
  • B. U.S. Route 219
    U.S. Route 219 is a major north–south United States highway running from New York through Pennsylvania and other states, serving as an important regional transportation corridor.
  • C. 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.
  • D. U.S. Route 422
    U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
  • E. Pennsylvania Route 21
    Pennsylvania Route 21 is a state highway in southwestern Pennsylvania that runs east–west, connecting communities such as Uniontown to the West Virginia state line and serving as a key regional 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_69a885fdcb9c819081ce6f0b8cd477dd completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9092ccb388190b2f3ed86b3853651 completed March 5, 2026, 4:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf15a4248190b898e3bfbeb2997a completed March 10, 2026, 5:41 a.m.
NEDg Description generation batch_69afb000ed448190a3d6db802eb88958 completed March 10, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69afb07e1d2c8190a8b8da3d3641b36c completed March 10, 2026, 5:47 a.m.
Created at: March 4, 2026, 7:27 p.m.