Triple

T13637598
Position Surface form Disambiguated ID Type / Status
Subject I-80/I-90 in Indiana E325888 entity
Predicate hasJunctionWith P1018 FINISHED
Object 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.
E1054107 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 31 in Indiana | Statement: [I-80/I-90 in Indiana, hasJunctionWith, U.S. Route 31 in Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 in Indiana
Context triple: [I-80/I-90 in Indiana, hasJunctionWith, U.S. Route 31 in Indiana]
  • A. U.S. Route 41 in Indiana
    U.S. Route 41 in Indiana is a major north–south federal highway traversing the state from the Kentucky border to the Michigan line, connecting cities such as Evansville, Terre Haute, and Hammond.
  • B. 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.
  • C. 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.
  • D. U.S. Route 311
    U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
  • E. U.S. Route 31E
    U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
  • 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 31 in Indiana
Triple: [I-80/I-90 in Indiana, hasJunctionWith, U.S. Route 31 in Indiana]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 in Indiana
Target entity description: 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.
  • A. U.S. Route 41 in Indiana
    U.S. Route 41 in Indiana is a major north–south federal highway traversing the state from the Kentucky border to the Michigan line, connecting cities such as Evansville, Terre Haute, and Hammond.
  • B. 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.
  • C. 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.
  • D. U.S. Route 311
    U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
  • E. U.S. Route 31E
    U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5a84cc4819098a975e33250c89b completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af297008190b12256c936714213 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78f1aca288190b4a0af0dd4e96c50 completed May 3, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69f790d7bce08190b56fb03b0586ee52 completed May 3, 2026, 6:15 p.m.
Created at: April 9, 2026, 9:51 p.m.