Triple

T13218272
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 228 E314678 entity
Predicate abbreviation P43 FINISHED
Object PA 228
PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
E1028405 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: PA 228 | Statement: [Pennsylvania Route 228, abbreviation, PA 228]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PA 228
Context triple: [Pennsylvania Route 228, abbreviation, PA 228]
  • A. PA 31
    PA 31 is a state highway in Pennsylvania that runs east–west across the southwestern part of the state, connecting rural communities and serving as a regional transportation route.
  • B. PA 43
    PA 43 is a state highway in Pennsylvania that primarily serves as part of the Mon–Fayette Expressway, connecting communities in the southwestern part of the state.
  • C. PA 68
    PA 68 is a state highway in Pennsylvania that runs through western parts of the state, connecting several small towns and local routes.
  • D. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • E. PA 356
    PA 356 is a state highway in Pennsylvania that connects several communities in the western part of the state, serving as a regional north–south transportation 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: PA 228
Triple: [Pennsylvania Route 228, abbreviation, PA 228]
Generated description
PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PA 228
Target entity description: PA 228 is a state highway in western Pennsylvania that serves as a major east–west connector through Butler County, linking suburban communities, commercial areas, and other key routes north of Pittsburgh.
  • A. PA 31
    PA 31 is a state highway in Pennsylvania that runs east–west across the southwestern part of the state, connecting rural communities and serving as a regional transportation route.
  • B. PA 43
    PA 43 is a state highway in Pennsylvania that primarily serves as part of the Mon–Fayette Expressway, connecting communities in the southwestern part of the state.
  • C. PA 68
    PA 68 is a state highway in Pennsylvania that runs through western parts of the state, connecting several small towns and local routes.
  • D. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • E. PA 356
    PA 356 is a state highway in Pennsylvania that connects several communities in the western part of the state, serving as a regional north–south transportation 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98cf392e08190949ee4d194566395 completed April 10, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff2085f88190be8cfc309d21f9cb completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f7036009808190aea595cd542e0cf1 completed May 3, 2026, 8:12 a.m.
NED2 Entity disambiguation (via description) batch_69f7040e32a4819083a9f4efe96fd9ca completed May 3, 2026, 8:15 a.m.
Created at: April 9, 2026, 9:18 p.m.