Triple

T21701572
Position Surface form Disambiguated ID Type / Status
Subject U.S. highways in Illinois E535669 entity
Predicate hasRoute P4374 FINISHED
Object 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.
E1499732 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 Illinois | Statement: [U.S. highways in Illinois, hasRoute, U.S. Route 52 in Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 52 in Illinois
Context triple: [U.S. highways in Illinois, hasRoute, U.S. Route 52 in Illinois]
  • A. U.S. Route 51 in Illinois
    U.S. Route 51 in Illinois is a major north–south highway that traverses the state from the Wisconsin border to the Kentucky border, connecting cities such as Rockford, Decatur, and Carbondale.
  • B. U.S. Route 50 in Illinois
    U.S. Route 50 in Illinois is an east–west federal highway that traverses the southern part of the state, connecting rural communities and regional centers as part of the broader cross-country U.S. Route 50 corridor.
  • C. U.S. Route 20 in Illinois
    U.S. Route 20 in Illinois is a major east–west U.S. highway that traverses northern Illinois, connecting rural areas, suburbs, and cities as part of a cross-country route from the Midwest to the East Coast.
  • D. U.S. Route 24 in Illinois
    U.S. Route 24 in Illinois is an east–west federal highway that crosses the state’s central region, connecting rural communities and mid-sized cities as part of a longer multistate route.
  • E. U.S. Route 14 in Illinois
    U.S. Route 14 in Illinois is a major east–west federal highway traversing northern Illinois, connecting the Chicago metropolitan area with communities to the northwest.
  • 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 Illinois
Triple: [U.S. highways in Illinois, hasRoute, U.S. Route 52 in Illinois]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 52 in Illinois
Target entity description: 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.
  • A. U.S. Route 51 in Illinois
    U.S. Route 51 in Illinois is a major north–south highway that traverses the state from the Wisconsin border to the Kentucky border, connecting cities such as Rockford, Decatur, and Carbondale.
  • B. U.S. Route 50 in Illinois
    U.S. Route 50 in Illinois is an east–west federal highway that traverses the southern part of the state, connecting rural communities and regional centers as part of the broader cross-country U.S. Route 50 corridor.
  • C. U.S. Route 20 in Illinois
    U.S. Route 20 in Illinois is a major east–west U.S. highway that traverses northern Illinois, connecting rural areas, suburbs, and cities as part of a cross-country route from the Midwest to the East Coast.
  • D. U.S. Route 24 in Illinois
    U.S. Route 24 in Illinois is an east–west federal highway that crosses the state’s central region, connecting rural communities and mid-sized cities as part of a longer multistate route.
  • E. U.S. Route 14 in Illinois
    U.S. Route 14 in Illinois is a major east–west federal highway traversing northern Illinois, connecting the Chicago metropolitan area with communities to the northwest.
  • 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_69e0c46b44c0819088ab883ebd44e0e8 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef9b802e008190a68ec62b98512794 completed April 27, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ec474288190b7f3477022596a2a completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a30369e04819091a175b93ed685a0 completed May 17, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0a30ded0f081909589e57a4cc030fd completed May 17, 2026, 9:19 p.m.
Created at: April 16, 2026, 6:45 p.m.