Triple

T7047965
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 10 E163688 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 169 near Manson, Iowa
U.S. Route 169 near Manson, Iowa is a segment of the north–south U.S. Highway 169 corridor in north-central Iowa that serves the rural community of Manson and connects with several regional routes.
E639505 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 169 near Manson, Iowa | Statement: [Iowa Highway 10, hasJunctionWith, U.S. Route 169 near Manson, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 169 near Manson, Iowa
Context triple: [Iowa Highway 10, hasJunctionWith, U.S. Route 169 near Manson, 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. Iowa Highway 965
    Iowa Highway 965 is a former state highway in eastern Iowa that once served as a key connector between Coralville and North Liberty, paralleling Interstate 380.
  • C. U.S. Route 10 in Minnesota
    U.S. Route 10 in Minnesota is a major east–west U.S. Highway that connects the Fargo–Moorhead area to the Twin Cities region, serving several key communities across central Minnesota.
  • D. Iowa Highway 163
    Iowa Highway 163 is a primary state highway in Iowa that runs southeast–northwest, connecting Des Moines with cities such as Pella and Oskaloosa and serving as a key regional transportation corridor.
  • E. Iowa Highway 192
    Iowa Highway 192 is a short state highway in Council Bluffs, Iowa, that primarily serves as an urban connector route linking local streets with the Interstate system.
  • 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 169 near Manson, Iowa
Triple: [Iowa Highway 10, hasJunctionWith, U.S. Route 169 near Manson, Iowa]
Generated description
U.S. Route 169 near Manson, Iowa is a segment of the north–south U.S. Highway 169 corridor in north-central Iowa that serves the rural community of Manson and connects with several regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 169 near Manson, Iowa
Target entity description: U.S. Route 169 near Manson, Iowa is a segment of the north–south U.S. Highway 169 corridor in north-central Iowa that serves the rural community of Manson and connects with several regional routes.
  • 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. Iowa Highway 965
    Iowa Highway 965 is a former state highway in eastern Iowa that once served as a key connector between Coralville and North Liberty, paralleling Interstate 380.
  • C. U.S. Route 10 in Minnesota
    U.S. Route 10 in Minnesota is a major east–west U.S. Highway that connects the Fargo–Moorhead area to the Twin Cities region, serving several key communities across central Minnesota.
  • D. Iowa Highway 163
    Iowa Highway 163 is a primary state highway in Iowa that runs southeast–northwest, connecting Des Moines with cities such as Pella and Oskaloosa and serving as a key regional transportation corridor.
  • E. Iowa Highway 192
    Iowa Highway 192 is a short state highway in Council Bluffs, Iowa, that primarily serves as an urban connector route linking local streets with the Interstate system.
  • 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.