Triple

T9943980
Position Surface form Disambiguated ID Type / Status
Subject Lehigh Valley region E194154 entity
Predicate servedByHighway P385 FINISHED
Object Pennsylvania Route 33
Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
E854700 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 33 | Statement: [Lehigh Valley region, servedByHighway, Pennsylvania Route 33]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 33
Context triple: [Lehigh Valley region, servedByHighway, Pennsylvania Route 33]
  • A. Pennsylvania Route 31
    Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
  • B. Pennsylvania Route 32
    Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
  • C. Pennsylvania Route 34
    Pennsylvania Route 34 is a state highway in south-central Pennsylvania that runs generally north–south, connecting rural communities and small towns across counties such as Perry and Cumberland.
  • D. Pennsylvania Route 30
    Pennsylvania Route 30 is a major east–west state highway in Pennsylvania that largely follows the historic Lincoln Highway corridor across the state.
  • E. Pennsylvania Route 23
    Pennsylvania Route 23 is a state highway in southeastern Pennsylvania that runs between the Philadelphia area and Lancaster County, passing through a mix of urban, suburban, and rural communities.
  • 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 33
Triple: [Lehigh Valley region, servedByHighway, Pennsylvania Route 33]
Generated description
Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 33
Target entity description: Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
  • A. Pennsylvania Route 31
    Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
  • B. Pennsylvania Route 32
    Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
  • C. Pennsylvania Route 34
    Pennsylvania Route 34 is a state highway in south-central Pennsylvania that runs generally north–south, connecting rural communities and small towns across counties such as Perry and Cumberland.
  • D. Pennsylvania Route 30
    Pennsylvania Route 30 is a major east–west state highway in Pennsylvania that largely follows the historic Lincoln Highway corridor across the state.
  • E. Pennsylvania Route 23
    Pennsylvania Route 23 is a state highway in southeastern Pennsylvania that runs between the Philadelphia area and Lancaster County, passing through a mix of urban, suburban, and rural communities.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb613fbb48190b82a06987310cc96 completed April 2, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71c3fa4b88190be4ce7b64335a99f completed April 9, 2026, 3:25 a.m.
NEDg Description generation batch_69d71f76e3cc8190b21a5fe8825caa2b completed April 9, 2026, 3:39 a.m.
NED2 Entity disambiguation (via description) batch_69d7319938ec8190a4a1a5f09832e3e3 completed April 9, 2026, 4:56 a.m.
Created at: March 30, 2026, 8:45 p.m.