Triple

T22974620
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Indiana E571279 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 35 in Indiana
U.S. Route 35 in Indiana is a major north–south U.S. Highway that connects rural communities and regional cities across the state, serving as an important corridor for local and through traffic.
 E1567335 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: U.S. Route 35 in Indiana | Statement: [U.S. Highways in Indiana, hasRoute, U.S. Route 35 in Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 35 in Indiana
Context triple: [U.S. Highways in Indiana, hasRoute, U.S. Route 35 in Indiana]
  • A. U.S. Route 33 in Indiana
    U.S. Route 33 in Indiana is a major federal highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
  • B. U.S. Route 35 in Ohio
    U.S. Route 35 in Ohio is a major east–west U.S. highway that connects the Dayton area to the West Virginia state line, serving as an important regional corridor across southern Ohio.
  • C. U.S. Route 31 in Indiana
    U.S. Route 31 in Indiana is a major north–south highway that connects key cities such as Indianapolis and South Bend, serving as an important regional transportation corridor.
  • D. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • E. U.S. Route 40 in Indiana
    U.S. Route 40 in Indiana is the segment of the historic east–west U.S. Highway that crosses the state, largely following the path of the National Road and connecting major communities between the Ohio and Illinois borders.
  • 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: U.S. Route 35 in Indiana
Triple: [U.S. Highways in Indiana, hasRoute, U.S. Route 35 in Indiana]
Generated description
U.S. Route 35 in Indiana is a major north–south U.S. Highway that connects rural communities and regional cities across the state, serving as an important corridor for local and through traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 35 in Indiana
Target entity description: U.S. Route 35 in Indiana is a major north–south U.S. Highway that connects rural communities and regional cities across the state, serving as an important corridor for local and through traffic.
  • A. U.S. Route 33 in Indiana
    U.S. Route 33 in Indiana is a major federal highway that traverses the state, connecting several key cities and serving as an important regional transportation corridor.
  • B. U.S. Route 35 in Ohio
    U.S. Route 35 in Ohio is a major east–west U.S. highway that connects the Dayton area to the West Virginia state line, serving as an important regional corridor across southern Ohio.
  • C. U.S. Route 31 in Indiana
    U.S. Route 31 in Indiana is a major north–south highway that connects key cities such as Indianapolis and South Bend, serving as an important regional transportation corridor.
  • D. U.S. Route 30 in Indiana
    U.S. Route 30 in Indiana is a major east–west U.S. Highway that serves as a key transportation corridor across northern Indiana, connecting cities such as Fort Wayne and Valparaiso.
  • E. U.S. Route 40 in Indiana
    U.S. Route 40 in Indiana is the segment of the historic east–west U.S. Highway that crosses the state, largely following the path of the National Road and connecting major communities between the Ohio and Illinois borders.
  • 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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182350b448190a34e5fa0167fd964 completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf29c546c8190b01de04ed4d0555a completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0c04c4e0308190a5d10d74c83621e1 completed May 19, 2026, 6:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0c05553e8081909ef787f083d07805 completed May 19, 2026, 6:38 a.m.
Created at: April 17, 2026, 3:48 p.m.