Triple

T18068946
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Route 5 E432369 entity
Predicate abbreviation P43 FINISHED
Object PA 5
PA 5 is a state highway in northwestern Pennsylvania that runs along the Lake Erie shoreline, serving as a key east–west route in the region.
E1303818 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 5 | Statement: [Pennsylvania Route 5, abbreviation, PA 5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PA 5
Context triple: [Pennsylvania Route 5, abbreviation, PA 5]
  • A. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. PA 352
    PA 352 is a state highway in Pennsylvania that runs generally north–south through the southeastern part of the state, connecting various suburbs and local 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: PA 5
Triple: [Pennsylvania Route 5, abbreviation, PA 5]
Generated description
PA 5 is a state highway in northwestern Pennsylvania that runs along the Lake Erie shoreline, serving as a key east–west route in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PA 5
Target entity description: PA 5 is a state highway in northwestern Pennsylvania that runs along the Lake Erie shoreline, serving as a key east–west route in the region.
  • A. PA 51
    PA 51 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with several surrounding communities and regional routes.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. PA 352
    PA 352 is a state highway in Pennsylvania that runs generally north–south through the southeastern part of the state, connecting various suburbs and local 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_69d8b9070cac81909fa9473fb1c3f1c7 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ccebff748190b41d2edd93994c67 completed April 19, 2026, 12:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0356721eb4819095f84bb57147bcee completed May 12, 2026, 4:33 p.m.
NEDg Description generation batch_6a0357c992d08190b590dd30f982f9a9 completed May 12, 2026, 4:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0358402bc48190b91c2c829aef5bc1 completed May 12, 2026, 4:41 p.m.
Created at: April 10, 2026, 10:26 a.m.