Triple

T17008808
Position Surface form Disambiguated ID Type / Status
Subject Brandywine Valley E412642 entity
Predicate hasTransportationRoute P385 FINISHED
Object Pennsylvania Route 52
Pennsylvania Route 52 is a state highway in southeastern Pennsylvania that runs through the scenic and historic Brandywine Valley, connecting local communities and cultural sites.
E1322157 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 52 | Statement: [Brandywine Valley, hasTransportationRoute, Pennsylvania Route 52]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 52
Context triple: [Brandywine Valley, hasTransportationRoute, Pennsylvania Route 52]
  • A. Pennsylvania Route 51
    Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
  • B. Pennsylvania Route 50
    Pennsylvania Route 50 is a state highway in Pennsylvania that runs through several counties in the southwestern part of the state, connecting rural communities and suburban areas west of Pittsburgh.
  • C. Pennsylvania Route 56
    Pennsylvania Route 56 is a state highway in Pennsylvania that runs east–west across several counties, connecting communities in the western and central parts of the state.
  • D. 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.
  • E. Pennsylvania Route 72
    Pennsylvania Route 72 is a north–south state highway in Pennsylvania that connects the city of Lancaster with communities to the north, serving as an important regional 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: Pennsylvania Route 52
Triple: [Brandywine Valley, hasTransportationRoute, Pennsylvania Route 52]
Generated description
Pennsylvania Route 52 is a state highway in southeastern Pennsylvania that runs through the scenic and historic Brandywine Valley, connecting local communities and cultural sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 52
Target entity description: Pennsylvania Route 52 is a state highway in southeastern Pennsylvania that runs through the scenic and historic Brandywine Valley, connecting local communities and cultural sites.
  • A. Pennsylvania Route 51
    Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
  • B. Pennsylvania Route 50
    Pennsylvania Route 50 is a state highway in Pennsylvania that runs through several counties in the southwestern part of the state, connecting rural communities and suburban areas west of Pittsburgh.
  • C. Pennsylvania Route 56
    Pennsylvania Route 56 is a state highway in Pennsylvania that runs east–west across several counties, connecting communities in the western and central parts of the state.
  • D. 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.
  • E. Pennsylvania Route 72
    Pennsylvania Route 72 is a north–south state highway in Pennsylvania that connects the city of Lancaster with communities to the north, serving as an important regional 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3853f548190910240a2145cc890 completed April 18, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e224826081909acf33358b0f9fa9 completed May 13, 2026, 2:29 a.m.
NEDg Description generation batch_6a03e31092608190b3090a20c26def81 completed May 13, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a03e36ae2988190b23f841792e23652 completed May 13, 2026, 2:35 a.m.
Created at: April 10, 2026, 5:32 a.m.