Triple

T9093868
Position Surface form Disambiguated ID Type / Status
Subject Parkesburg, Pennsylvania E217963 entity
Predicate servedByHighway P385 FINISHED
Object Pennsylvania Route 10
Pennsylvania Route 10 is a state highway in southeastern Pennsylvania that runs generally north–south, connecting rural communities and small towns between the US 1 corridor and the Reading area.
 E809160 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 10 | Statement: [Parkesburg, Pennsylvania, servedByHighway, Pennsylvania Route 10]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 10
Context triple: [Parkesburg, Pennsylvania, servedByHighway, Pennsylvania Route 10]
  • A. Pennsylvania Route 18
    Pennsylvania Route 18 is a major north–south state highway in western Pennsylvania that connects communities such as New Castle with other regional destinations.
  • B. Pennsylvania Route 12
    Pennsylvania Route 12 is a state highway in eastern Pennsylvania that serves as a key east–west arterial route through the city of Reading and its surrounding areas.
  • C. Pennsylvania Route 8
    Pennsylvania Route 8 is a major north–south state highway in western Pennsylvania that connects the city of Pittsburgh with numerous suburban communities and towns to the north.
  • D. Pennsylvania Route 13
    Pennsylvania Route 13 is a major north–south state highway in eastern Pennsylvania that connects several communities along the Delaware River corridor, including Morrisville.
  • E. Pennsylvania Route 1
    Pennsylvania Route 1 is a major state highway in Pennsylvania that serves as a key arterial route connecting communities in the southeastern part of the state.
  • 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 10
Triple: [Parkesburg, Pennsylvania, servedByHighway, Pennsylvania Route 10]
Generated description
Pennsylvania Route 10 is a state highway in southeastern Pennsylvania that runs generally north–south, connecting rural communities and small towns between the US 1 corridor and the Reading area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Route 10
Target entity description: Pennsylvania Route 10 is a state highway in southeastern Pennsylvania that runs generally north–south, connecting rural communities and small towns between the US 1 corridor and the Reading area.
  • A. Pennsylvania Route 18
    Pennsylvania Route 18 is a major north–south state highway in western Pennsylvania that connects communities such as New Castle with other regional destinations.
  • B. Pennsylvania Route 12
    Pennsylvania Route 12 is a state highway in eastern Pennsylvania that serves as a key east–west arterial route through the city of Reading and its surrounding areas.
  • C. Pennsylvania Route 8
    Pennsylvania Route 8 is a major north–south state highway in western Pennsylvania that connects the city of Pittsburgh with numerous suburban communities and towns to the north.
  • D. Pennsylvania Route 13
    Pennsylvania Route 13 is a major north–south state highway in eastern Pennsylvania that connects several communities along the Delaware River corridor, including Morrisville.
  • E. Pennsylvania Route 1
    Pennsylvania Route 1 is a major state highway in Pennsylvania that serves as a key arterial route connecting communities in the southeastern part of the state.
  • 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_69ca83d8ab5881909d8fddae363b32b1 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc96b347d4819085b33d0e20834f47 completed April 1, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1610abbec81908743c1ef20fb39d4 completed April 4, 2026, 7:05 p.m.
NEDg Description generation batch_69d165d8f2ec8190b2cd568128f547d2 completed April 4, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69d166268b908190bfa3c884ee2d4ca4 completed April 4, 2026, 7:27 p.m.
Created at: March 30, 2026, 7:14 p.m.