Triple

T7047966
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 10 E163688 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 20 near Rockwell City, Iowa
U.S. Route 20 near Rockwell City, Iowa is a major east–west federal highway segment in north-central Iowa that serves as an important regional connector for communities and intersecting state routes such as Iowa Highway 10.
E639506 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 20 near Rockwell City, Iowa | Statement: [Iowa Highway 10, hasJunctionWith, U.S. Route 20 near Rockwell City, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 20 near Rockwell City, Iowa
Context triple: [Iowa Highway 10, hasJunctionWith, U.S. Route 20 near Rockwell City, Iowa]
  • A. U.S. Route 59 in Iowa
    U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
  • B. 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.
  • C. Iowa Highway 212
    Iowa Highway 212 is a short state highway in Iowa that serves as a local connector route between small communities and other primary highways.
  • D. Iowa Highway 22
    Iowa Highway 22 is a state highway in eastern Iowa that runs east–west, connecting several small communities and serving as a regional route between U.S. Highway 218 and the Mississippi River near Muscatine.
  • E. Iowa Highway 173
    Iowa Highway 173 is a state highway in western Iowa that serves as a regional connector route linking small communities and providing access to larger roads near Atlantic.
  • 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 20 near Rockwell City, Iowa
Triple: [Iowa Highway 10, hasJunctionWith, U.S. Route 20 near Rockwell City, Iowa]
Generated description
U.S. Route 20 near Rockwell City, Iowa is a major east–west federal highway segment in north-central Iowa that serves as an important regional connector for communities and intersecting state routes such as Iowa Highway 10.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 20 near Rockwell City, Iowa
Target entity description: U.S. Route 20 near Rockwell City, Iowa is a major east–west federal highway segment in north-central Iowa that serves as an important regional connector for communities and intersecting state routes such as Iowa Highway 10.
  • A. U.S. Route 59 in Iowa
    U.S. Route 59 in Iowa is a north–south U.S. Highway running through western Iowa, connecting small towns and rural areas between the Missouri and Minnesota state lines.
  • B. 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.
  • C. Iowa Highway 212
    Iowa Highway 212 is a short state highway in Iowa that serves as a local connector route between small communities and other primary highways.
  • D. Iowa Highway 22
    Iowa Highway 22 is a state highway in eastern Iowa that runs east–west, connecting several small communities and serving as a regional route between U.S. Highway 218 and the Mississippi River near Muscatine.
  • E. Iowa Highway 173
    Iowa Highway 173 is a state highway in western Iowa that serves as a regional connector route linking small communities and providing access to larger roads near Atlantic.
  • 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_69c6885f598c8190b6b6495c59d8d962 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e24c4004819086002bfe55502374 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7888497b08190b1f2aa686e8e30c1 completed March 28, 2026, 7:51 a.m.
NEDg Description generation batch_69c78c31d57c8190a45d25ac77ff6280 completed March 28, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c78d635c94819083463128483a60f6 completed March 28, 2026, 8:12 a.m.
Created at: March 27, 2026, 2:37 p.m.