Triple

T4671476
Position Surface form Disambiguated ID Type / Status
Subject Clay County, Iowa E102971 entity
Predicate containsProtectedArea P855 FINISHED
Object Muddy Creek State Wildlife Management Area
Muddy Creek State Wildlife Management Area is a designated public conservation area in Clay County, Iowa, managed primarily for wildlife habitat, hunting, and outdoor recreation.
 E463010 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: Muddy Creek State Wildlife Management Area | Statement: [Clay County, Iowa, containsProtectedArea, Muddy Creek State Wildlife Management Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muddy Creek State Wildlife Management Area
Context triple: [Clay County, Iowa, containsProtectedArea, Muddy Creek State Wildlife Management Area]
  • A. South Branch Wildlife Management Area
    South Branch Wildlife Management Area is a protected public land in West Virginia managed for wildlife conservation and outdoor activities such as hunting, fishing, and nature observation.
  • B. Pipe Creek Wildlife Area
    Pipe Creek Wildlife Area is a protected natural habitat in Erie County, Ohio, known for its wetlands, wildlife viewing, and outdoor recreation opportunities.
  • C. Millstone River Wildlife Management Area
    Millstone River Wildlife Management Area is a protected natural habitat and public recreation area along the Millstone River in New Jersey, managed primarily for wildlife conservation, hunting, fishing, and outdoor activities.
  • D. Mallory Swamp Wildlife Management Area
    Mallory Swamp Wildlife Management Area is a large, state-managed natural area in Lafayette County, Florida, known for its wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • E. Pearl River Wildlife Management Area
    Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • 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: Muddy Creek State Wildlife Management Area
Triple: [Clay County, Iowa, containsProtectedArea, Muddy Creek State Wildlife Management Area]
Generated description
Muddy Creek State Wildlife Management Area is a designated public conservation area in Clay County, Iowa, managed primarily for wildlife habitat, hunting, and outdoor recreation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muddy Creek State Wildlife Management Area
Target entity description: Muddy Creek State Wildlife Management Area is a designated public conservation area in Clay County, Iowa, managed primarily for wildlife habitat, hunting, and outdoor recreation.
  • A. South Branch Wildlife Management Area
    South Branch Wildlife Management Area is a protected public land in West Virginia managed for wildlife conservation and outdoor activities such as hunting, fishing, and nature observation.
  • B. Pipe Creek Wildlife Area
    Pipe Creek Wildlife Area is a protected natural habitat in Erie County, Ohio, known for its wetlands, wildlife viewing, and outdoor recreation opportunities.
  • C. Millstone River Wildlife Management Area
    Millstone River Wildlife Management Area is a protected natural habitat and public recreation area along the Millstone River in New Jersey, managed primarily for wildlife conservation, hunting, fishing, and outdoor activities.
  • D. Mallory Swamp Wildlife Management Area
    Mallory Swamp Wildlife Management Area is a large, state-managed natural area in Lafayette County, Florida, known for its wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • E. Pearl River Wildlife Management Area
    Pearl River Wildlife Management Area is a protected natural area in southern Mississippi known for its diverse wetlands, wildlife habitat, and opportunities for hunting, fishing, and outdoor recreation.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63506090819083ff8271adc5ef75 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be104a596c8190903c208c892da186 completed March 21, 2026, 3:28 a.m.
NEDg Description generation batch_69be11aa08708190b2860dc80b26d49f completed March 21, 2026, 3:34 a.m.
NED2 Entity disambiguation (via description) batch_69be11f8a1f08190b0e42b7a24a1e9dc completed March 21, 2026, 3:35 a.m.
Created at: March 20, 2026, 1:15 p.m.