Triple

T14758201
Position Surface form Disambiguated ID Type / Status
Subject Langlade County, Wisconsin E346785 entity
Predicate hasMajorHighway P385 FINISHED
Object Wisconsin State Highway 52
Wisconsin State Highway 52 is a state highway in Wisconsin that runs generally east–west across the north-central part of the state, connecting communities such as Wausau and Antigo.
 E1176103 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 52 | Statement: [Langlade County, Wisconsin, hasMajorHighway, Wisconsin State Highway 52]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 52
Context triple: [Langlade County, Wisconsin, hasMajorHighway, Wisconsin State Highway 52]
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 52
Triple: [Langlade County, Wisconsin, hasMajorHighway, Wisconsin State Highway 52]
Generated description
Wisconsin State Highway 52 is a state highway in Wisconsin that runs generally east–west across the north-central part of the state, connecting communities such as Wausau and Antigo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin State Highway 52
Target entity description: Wisconsin State Highway 52 is a state highway in Wisconsin that runs generally east–west across the north-central part of the state, connecting communities such as Wausau and Antigo.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7f0f5a48190af008352c26574d7 completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff908410548190ada5d4f71d52919b completed May 9, 2026, 7:52 p.m.
NEDg Description generation batch_69ff9118272c8190a7b33fb312f37d39 completed May 9, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69ff9176f8208190ad88791592b35b72 completed May 9, 2026, 7:56 p.m.
Created at: April 10, 2026, 1:30 a.m.