Triple

T18629006
Position Surface form Disambiguated ID Type / Status
Subject Rock County, Wisconsin E455359 entity
Predicate hasMajorHighway P385 FINISHED
Object Wisconsin State Highway 81
Wisconsin State Highway 81 is a state highway in southern Wisconsin that runs east–west, connecting communities such as Beloit and Monroe and serving as an important regional route for Rock County and surrounding areas.
E1368780 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: Wisconsin State Highway 81 | Statement: [Rock County, Wisconsin, hasMajorHighway, Wisconsin State Highway 81]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wisconsin State Highway 81
Context triple: [Rock County, Wisconsin, hasMajorHighway, Wisconsin State Highway 81]
  • A. Wisconsin State Highway 83
    Wisconsin State Highway 83 is a north–south state highway in southeastern Wisconsin that connects several communities, including Mukwonago, as it runs between the Hartford and Waterford areas.
  • B. Wisconsin State Highway 80
    Wisconsin State Highway 80 is a north–south state highway in Wisconsin that connects several communities in the southwestern part of the state.
  • C. Wisconsin State Highway 82
    Wisconsin State Highway 82 is an east–west state highway in Wisconsin that runs across central and southwestern parts of the state, connecting rural communities and serving as a regional transportation corridor.
  • D. Wisconsin State Highway 59
    Wisconsin State Highway 59 is an east–west state highway in southern Wisconsin that connects several communities, including Mukwonago, to larger regional routes.
  • E. Wisconsin State Highway 138
    Wisconsin State Highway 138 is a state highway in south-central Wisconsin that connects rural communities and small towns, serving as a regional route for local traffic and access to nearby cities.
  • 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: Wisconsin State Highway 81
Triple: [Rock County, Wisconsin, hasMajorHighway, Wisconsin State Highway 81]
Generated description
Wisconsin State Highway 81 is a state highway in southern Wisconsin that runs east–west, connecting communities such as Beloit and Monroe and serving as an important regional route for Rock County and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wisconsin State Highway 81
Target entity description: Wisconsin State Highway 81 is a state highway in southern Wisconsin that runs east–west, connecting communities such as Beloit and Monroe and serving as an important regional route for Rock County and surrounding areas.
  • A. Wisconsin State Highway 83
    Wisconsin State Highway 83 is a north–south state highway in southeastern Wisconsin that connects several communities, including Mukwonago, as it runs between the Hartford and Waterford areas.
  • B. Wisconsin State Highway 80
    Wisconsin State Highway 80 is a north–south state highway in Wisconsin that connects several communities in the southwestern part of the state.
  • C. Wisconsin State Highway 82
    Wisconsin State Highway 82 is an east–west state highway in Wisconsin that runs across central and southwestern parts of the state, connecting rural communities and serving as a regional transportation corridor.
  • D. Wisconsin State Highway 59
    Wisconsin State Highway 59 is an east–west state highway in southern Wisconsin that connects several communities, including Mukwonago, to larger regional routes.
  • E. Wisconsin State Highway 138
    Wisconsin State Highway 138 is a state highway in south-central Wisconsin that connects rural communities and small towns, serving as a regional route for local traffic and access to nearby cities.
  • 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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54f06f4a081909b64f33814577488 completed April 19, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0714355ec081909a1387b65749d627 completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a0714d428c88190b84f70042cf90312 completed May 15, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0715a8888081908d3009e19b1c7c2f completed May 15, 2026, 12:46 p.m.
Created at: April 10, 2026, 11:46 a.m.