Triple

T5221208
Position Surface form Disambiguated ID Type / Status
Subject Ford City E117871 entity
Predicate transportationAccess P941 FINISHED
Object Pennsylvania Route 128
Pennsylvania Route 128 is a state highway in western Pennsylvania that connects several communities in Armstrong County, including providing access to the borough of Ford City.
E527392 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 128 | Statement: [Ford City, transportationAccess, Pennsylvania Route 128]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 128
Context triple: [Ford City, transportationAccess, Pennsylvania Route 128]
  • A. 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.
  • B. Pennsylvania Route 120
    Pennsylvania Route 120 is a scenic state highway in north-central Pennsylvania that follows parts of the West Branch Susquehanna River and passes through largely rural, forested areas.
  • C. Pennsylvania Route 48
    Pennsylvania Route 48 is a state highway in southwestern Pennsylvania that runs generally north–south through Allegheny County, serving suburban communities southeast of Pittsburgh.
  • D. Pennsylvania Route 28
    Pennsylvania Route 28 is a major state highway in western Pennsylvania that connects the Pittsburgh area with communities along the Allegheny River and serves as an important commuter and regional traffic corridor.
  • E. Pennsylvania Route 151
    Pennsylvania Route 151 is a state highway in western Pennsylvania that serves as an east–west connector through Beaver County, linking rural communities and local roads to larger regional routes.
  • 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 128
Triple: [Ford City, transportationAccess, Pennsylvania Route 128]
Generated description
Pennsylvania Route 128 is a state highway in western Pennsylvania that connects several communities in Armstrong County, including providing access to the borough of Ford City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 128
Target entity description: Pennsylvania Route 128 is a state highway in western Pennsylvania that connects several communities in Armstrong County, including providing access to the borough of Ford City.
  • A. 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.
  • B. Pennsylvania Route 120
    Pennsylvania Route 120 is a scenic state highway in north-central Pennsylvania that follows parts of the West Branch Susquehanna River and passes through largely rural, forested areas.
  • C. Pennsylvania Route 48
    Pennsylvania Route 48 is a state highway in southwestern Pennsylvania that runs generally north–south through Allegheny County, serving suburban communities southeast of Pittsburgh.
  • D. Pennsylvania Route 28
    Pennsylvania Route 28 is a major state highway in western Pennsylvania that connects the Pittsburgh area with communities along the Allegheny River and serves as an important commuter and regional traffic corridor.
  • E. Pennsylvania Route 151
    Pennsylvania Route 151 is a state highway in western Pennsylvania that serves as an east–west connector through Beaver County, linking rural communities and local roads to larger regional routes.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7ab846548190bcd2c5cd238f6cd9 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfe61a2cd8819089ea67309d284be4 completed March 22, 2026, 12:52 p.m.
NEDg Description generation batch_69bfe686b99881908bb9a952d5c120c9 completed March 22, 2026, 12:54 p.m.
NED2 Entity disambiguation (via description) batch_69bfe6e8d18c8190a676e59cd16d6b12 completed March 22, 2026, 12:56 p.m.
Created at: March 20, 2026, 1:48 p.m.