Triple

T15611391
Position Surface form Disambiguated ID Type / Status
Subject Madison, South Dakota E375300 entity
Predicate locatedNear P294 FINISHED
Object Lake Herman
Lake Herman is a natural glacial lake in eastern South Dakota known for recreation such as fishing, boating, and camping within Lake Herman State Park.
E1167069 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: Lake Herman | Statement: [Madison, South Dakota, locatedNear, Lake Herman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lake Herman
Context triple: [Madison, South Dakota, locatedNear, Lake Herman]
  • A. Lake Louisa
    Lake Louisa is a large freshwater lake in Central Florida known for its scenic state park, outdoor recreation, and proximity to the city of Clermont.
  • B. Lake Meredith
    Lake Meredith is a major man-made reservoir in the Texas Panhandle that serves as a key water supply and recreation area for the surrounding region.
  • C. Lake Meredith
    Lake Meredith is a reservoir in southeastern Colorado known for recreation such as boating, fishing, and camping in a semi-arid plains setting.
  • D. Brantley Lake
    Brantley Lake is a reservoir in southeastern New Mexico known for fishing, boating, and other recreational activities within Brantley Lake State Park.
  • E. Lake Harris
    Lake Harris is a large freshwater lake in central Florida known for boating, fishing, and its role in the Harris Chain of Lakes.
  • 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: Lake Herman
Triple: [Madison, South Dakota, locatedNear, Lake Herman]
Generated description
Lake Herman is a natural glacial lake in eastern South Dakota known for recreation such as fishing, boating, and camping within Lake Herman State Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lake Herman
Target entity description: Lake Herman is a natural glacial lake in eastern South Dakota known for recreation such as fishing, boating, and camping within Lake Herman State Park.
  • A. Lake Louisa
    Lake Louisa is a large freshwater lake in Central Florida known for its scenic state park, outdoor recreation, and proximity to the city of Clermont.
  • B. Lake Meredith
    Lake Meredith is a major man-made reservoir in the Texas Panhandle that serves as a key water supply and recreation area for the surrounding region.
  • C. Lake Meredith
    Lake Meredith is a reservoir in southeastern Colorado known for recreation such as boating, fishing, and camping in a semi-arid plains setting.
  • D. Brantley Lake
    Brantley Lake is a reservoir in southeastern New Mexico known for fishing, boating, and other recreational activities within Brantley Lake State Park.
  • E. Lake Harris
    Lake Harris is a large freshwater lake in central Florida known for boating, fishing, and its role in the Harris Chain of Lakes.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d76c108190aa3cae2d7e17c301 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 4:13 a.m.