Triple

T17638244
Position Surface form Disambiguated ID Type / Status
Subject Andy Shauf E429154 entity
Predicate familyName P18 FINISHED
Object Shauf
Shauf is the surname of Canadian indie folk singer-songwriter and multi-instrumentalist Andy Shauf.
 E1279601 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: Shauf | Statement: [Andy Shauf, familyName, Shauf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shauf
Context triple: [Andy Shauf, familyName, Shauf]
  • A. Schaal
    Schaal is a surname most notably associated with American actress Wendy Schaal, known for her work in film and television voice acting.
  • B. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • C. Suhre
    The Suhre is a river in Switzerland that flows through the cantons of Lucerne and Aargau before joining the Aare.
  • D. Schellerten
    Schellerten is a rural municipality in Lower Saxony, Germany, characterized by its agricultural landscape and small-village communities.
  • E. Schierke
    Schierke is a small village in the Harz Mountains of Germany, known as a gateway to the Brocken peak and for its historic narrow-gauge railway connections and winter sports tourism.
  • 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: Shauf
Triple: [Andy Shauf, familyName, Shauf]
Generated description
Shauf is the surname of Canadian indie folk singer-songwriter and multi-instrumentalist Andy Shauf.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shauf
Target entity description: Shauf is the surname of Canadian indie folk singer-songwriter and multi-instrumentalist Andy Shauf.
  • A. Schaal
    Schaal is a surname most notably associated with American actress Wendy Schaal, known for her work in film and television voice acting.
  • B. Shafroth
    Shafroth is a surname most notably associated with John F. Shafroth, an American politician who served as a U.S. Representative, Senator, and Governor of Colorado in the early 20th century.
  • C. Suhre
    The Suhre is a river in Switzerland that flows through the cantons of Lucerne and Aargau before joining the Aare.
  • D. Schellerten
    Schellerten is a rural municipality in Lower Saxony, Germany, characterized by its agricultural landscape and small-village communities.
  • E. Schierke
    Schierke is a small village in the Harz Mountains of Germany, known as a gateway to the Brocken peak and for its historic narrow-gauge railway connections and winter sports tourism.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46de2c85c819087e17a9ff93e4964 completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020aa46654819096d3446bc44b6e19 completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020ccdc5c88190ac52345c0f019465 completed May 11, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_6a020d4d60c0819082913be0617315f1 completed May 11, 2026, 5:09 p.m.
Created at: April 10, 2026, 5:58 a.m.