Triple

T14758157
Position Surface form Disambiguated ID Type / Status
Subject Marathon County, Wisconsin E346784 entity
Predicate hasRiver P165 FINISHED
Object Black Creek (Marathon County)
Black Creek (Marathon County) is a small stream in central Wisconsin that serves as a local tributary within Marathon County’s river system.
E1118509 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: Black Creek (Marathon County) | Statement: [Marathon County, Wisconsin, hasRiver, Black Creek (Marathon County)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Creek (Marathon County)
Context triple: [Marathon County, Wisconsin, hasRiver, Black Creek (Marathon County)]
  • A. Black Creek (Monroe County)
    Black Creek (Monroe County) is a stream in western New York State that flows through Monroe County before joining the Genesee River.
  • B. Black Creek, Wisconsin
    Black Creek, Wisconsin is a small unincorporated community in Outagamie County known for its rural character within east-central Wisconsin.
  • C. Cedar Creek (Wisconsin)
    Cedar Creek is a stream in southeastern Wisconsin that serves as a notable tributary within the Milwaukee River watershed.
  • D. Blackberry Creek (Illinois)
    Blackberry Creek is a small tributary stream in northern Illinois that feeds into the Fox River and drains portions of the surrounding rural and suburban landscape.
  • E. Clear Creek, Wisconsin
    Clear Creek, Wisconsin is a small rural town located in Eau Claire County in the western part 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: Black Creek (Marathon County)
Triple: [Marathon County, Wisconsin, hasRiver, Black Creek (Marathon County)]
Generated description
Black Creek (Marathon County) is a small stream in central Wisconsin that serves as a local tributary within Marathon County’s river system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Creek (Marathon County)
Target entity description: Black Creek (Marathon County) is a small stream in central Wisconsin that serves as a local tributary within Marathon County’s river system.
  • A. Black Creek (Monroe County)
    Black Creek (Monroe County) is a stream in western New York State that flows through Monroe County before joining the Genesee River.
  • B. Black Creek, Wisconsin
    Black Creek, Wisconsin is a small unincorporated community in Outagamie County known for its rural character within east-central Wisconsin.
  • C. Cedar Creek (Wisconsin)
    Cedar Creek is a stream in southeastern Wisconsin that serves as a notable tributary within the Milwaukee River watershed.
  • D. Blackberry Creek (Illinois)
    Blackberry Creek is a small tributary stream in northern Illinois that feeds into the Fox River and drains portions of the surrounding rural and suburban landscape.
  • E. Clear Creek, Wisconsin
    Clear Creek, Wisconsin is a small rural town located in Eau Claire County in the western part 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_69fe0ced0e2c8190a13e3b43e4d35560 completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe15f78180819088c7be010ef27029 completed May 8, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69fe165c1f188190963f9b78272f41f7 completed May 8, 2026, 4:59 p.m.
Created at: April 10, 2026, 1:30 a.m.