Triple

T13943450
Position Surface form Disambiguated ID Type / Status
Subject Menominee County, Wisconsin E335315 entity
Predicate hasPrimaryHighway P385 FINISHED
Object Wisconsin State Highway 55
Wisconsin State Highway 55 is a north–south state highway in Wisconsin that runs through several counties and communities, including the Menominee Indian Reservation, connecting rural areas with larger regional routes.
 E1136573 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 55 | Statement: [Menominee County, Wisconsin, hasPrimaryHighway, Wisconsin State Highway 55]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 55
Context triple: [Menominee County, Wisconsin, hasPrimaryHighway, Wisconsin State Highway 55]
  • A. Wisconsin State Highway 56
    Wisconsin State Highway 56 is a state highway in southwestern Wisconsin that runs through rural communities and connects the city of Richland Center with other regional routes.
  • B. 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.
  • C. Wisconsin State Highway 57
    Wisconsin State Highway 57 is a north–south state highway in eastern Wisconsin that connects the Milwaukee area to Door County, passing through several counties including Brown County.
  • D. Wisconsin State Highway 58
    Wisconsin State Highway 58 is a north–south state highway in Wisconsin that connects several rural communities and small cities in the central and southwestern parts of the state.
  • E. Wisconsin State Highway 36
    Wisconsin State Highway 36 is a state highway in southeastern Wisconsin that connects the Milwaukee area with communities such as Burlington, serving as a key regional route for local and commuter traffic.
  • 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 55
Triple: [Menominee County, Wisconsin, hasPrimaryHighway, Wisconsin State Highway 55]
Generated description
Wisconsin State Highway 55 is a north–south state highway in Wisconsin that runs through several counties and communities, including the Menominee Indian Reservation, connecting rural areas with larger regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 55
Target entity description: Wisconsin State Highway 55 is a north–south state highway in Wisconsin that runs through several counties and communities, including the Menominee Indian Reservation, connecting rural areas with larger regional routes.
  • A. Wisconsin State Highway 56
    Wisconsin State Highway 56 is a state highway in southwestern Wisconsin that runs through rural communities and connects the city of Richland Center with other regional routes.
  • B. 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.
  • C. Wisconsin State Highway 57
    Wisconsin State Highway 57 is a north–south state highway in eastern Wisconsin that connects the Milwaukee area to Door County, passing through several counties including Brown County.
  • D. Wisconsin State Highway 58
    Wisconsin State Highway 58 is a north–south state highway in Wisconsin that connects several rural communities and small cities in the central and southwestern parts of the state.
  • E. Wisconsin State Highway 36
    Wisconsin State Highway 36 is a state highway in southeastern Wisconsin that connects the Milwaukee area with communities such as Burlington, serving as a key regional route for local and commuter traffic.
  • 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_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e0f6f3c8190a64058b732b0ac52 completed April 14, 2026, 12:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69feadf7fee48190bf58a1b4a603217e completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feaeae7d3c8190b0d3f8447b597f6d completed May 9, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69feaf3d6fb88190a9e7db01be53db2a completed May 9, 2026, 3:51 a.m.
Created at: April 9, 2026, 10:17 p.m.