Triple

T22974625
Position Surface form Disambiguated ID Type / Status
Subject U.S. Highways in Indiana E571279 entity
Predicate hasRoute P4374 FINISHED
Object U.S. Route 52 in Indiana
U.S. Route 52 in Indiana is a major east–west federal highway that traverses the state, connecting key cities and serving as an important corridor for regional travel and commerce.
 E1564166 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 52 in Indiana | Statement: [U.S. Highways in Indiana, hasRoute, U.S. Route 52 in Indiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 52 in Indiana
Context triple: [U.S. Highways in Indiana, hasRoute, U.S. Route 52 in Indiana]
  • A. U.S. Route 52 in Illinois
    U.S. Route 52 in Illinois is a major east–west federal highway that traverses northern Illinois, connecting rural communities with larger cities and intersecting several key interstate and state routes.
  • B. U.S. Route 20 in Indiana
    U.S. Route 20 in Indiana is a major east–west highway traversing the northern part of the state, connecting cities such as South Bend and Elkhart while serving as an important regional transportation corridor.
  • C. 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.
  • D. U.S. Route 52 in South Carolina
    U.S. Route 52 in South Carolina is a major north–south federal highway that connects cities such as Charleston, Florence, and Darlington, serving as an important corridor for regional travel and commerce.
  • E. 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.
  • 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 52 in Indiana
Triple: [U.S. Highways in Indiana, hasRoute, U.S. Route 52 in Indiana]
Generated description
U.S. Route 52 in Indiana is a major east–west federal highway that traverses the state, connecting key cities and serving as an important corridor for regional travel and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 52 in Indiana
Target entity description: U.S. Route 52 in Indiana is a major east–west federal highway that traverses the state, connecting key cities and serving as an important corridor for regional travel and commerce.
  • A. U.S. Route 52 in Illinois
    U.S. Route 52 in Illinois is a major east–west federal highway that traverses northern Illinois, connecting rural communities with larger cities and intersecting several key interstate and state routes.
  • B. U.S. Route 20 in Indiana
    U.S. Route 20 in Indiana is a major east–west highway traversing the northern part of the state, connecting cities such as South Bend and Elkhart while serving as an important regional transportation corridor.
  • C. 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.
  • D. U.S. Route 52 in South Carolina
    U.S. Route 52 in South Carolina is a major north–south federal highway that connects cities such as Charleston, Florence, and Darlington, serving as an important corridor for regional travel and commerce.
  • E. 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.
  • 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_6a0bca2a23a4819084b0515313dbd2e8 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bccfc76ec8190bf03fb580f4a5b50 completed May 19, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcd615d9081908b30ad2f2efcf4ea completed May 19, 2026, 2:39 a.m.
Created at: April 17, 2026, 3:48 p.m.