Triple

T11517588
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 31 E273070 entity
Predicate abbreviation P43 FINISHED
Object 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.
E930750 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 31 | Statement: [Pennsylvania Route 31, abbreviation, PA 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PA 31
Context triple: [Pennsylvania Route 31, abbreviation, PA 31]
  • A. 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.
  • B. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • C. PA 61
    PA 61 is a state highway in Pennsylvania that runs generally north–south, connecting Reading to the Coal Region and serving as a major route through several communities in eastern Pennsylvania.
  • D. 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.
  • E. PA 100
    PA 100 is a state highway in southeastern Pennsylvania that serves as a major north–south route connecting suburban communities and other key roadways.
  • 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 31
Triple: [Pennsylvania Route 31, abbreviation, PA 31]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PA 31
Target entity description: 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.
  • A. 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.
  • B. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • C. PA 61
    PA 61 is a state highway in Pennsylvania that runs generally north–south, connecting Reading to the Coal Region and serving as a major route through several communities in eastern Pennsylvania.
  • D. 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.
  • E. PA 100
    PA 100 is a state highway in southeastern Pennsylvania that serves as a major north–south route connecting suburban communities and other key roadways.
  • 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fcc72a48190b81acedfcc8685d3 completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e62530a6b08190a8ba3c410e79cf72 completed April 20, 2026, 1:08 p.m.
NEDg Description generation batch_69e62cf44018819094818f11ac653763 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e674c3a98c8190b32dc6879cb3a5f9 completed April 20, 2026, 6:47 p.m.
Created at: April 8, 2026, 9:36 p.m.