Triple

T10718165
Position Surface form Disambiguated ID Type / Status
Subject Let There Be Love E252738 entity
Predicate writer P1360 FINISHED
Object Johan Schuster
Johan Schuster, better known by his stage name Shellback, is a Swedish songwriter, record producer, and musician renowned for co-writing and producing numerous global pop hits for artists like Taylor Swift, Maroon 5, and Pink.
 E881933 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: Johan Schuster | Statement: [Let There Be Love, writer, Johan Schuster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johan Schuster
Context triple: [Let There Be Love, writer, Johan Schuster]
  • A. Jürgen Marcussen
    Jürgen Marcussen was a Danish organ builder best known as the founder of the renowned pipe organ manufacturing firm Marcussen & Søn.
  • B. Andreas Stahl
    Andreas Stahl is a Swedish mixed martial artist who has competed in the UFC’s welterweight division.
  • C. Sven Wagner
    Sven Wagner is a German local politician who serves as the mayor of the town of Aschersleben in Saxony-Anhalt.
  • D. Jens Hennersdorf
    Jens Hennersdorf is a German local politician who serves as the mayor of the municipality of Burkhardtsdorf in Saxony.
  • E. Lars Schwarz
    Lars Schwarz is a German local politician who serves as the mayor of the Baltic Sea resort town of Göhren.
  • F. None of above.
  • 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: Johan Schuster
Triple: [Let There Be Love, writer, Johan Schuster]
Generated description
Johan Schuster, better known by his stage name Shellback, is a Swedish songwriter, record producer, and musician renowned for co-writing and producing numerous global pop hits for artists like Taylor Swift, Maroon 5, and Pink.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johan Schuster
Target entity description: Johan Schuster, better known by his stage name Shellback, is a Swedish songwriter, record producer, and musician renowned for co-writing and producing numerous global pop hits for artists like Taylor Swift, Maroon 5, and Pink.
  • A. Jürgen Marcussen
    Jürgen Marcussen was a Danish organ builder best known as the founder of the renowned pipe organ manufacturing firm Marcussen & Søn.
  • B. Andreas Stahl
    Andreas Stahl is a Swedish mixed martial artist who has competed in the UFC’s welterweight division.
  • C. Sven Wagner
    Sven Wagner is a German local politician who serves as the mayor of the town of Aschersleben in Saxony-Anhalt.
  • D. Jens Hennersdorf
    Jens Hennersdorf is a German local politician who serves as the mayor of the municipality of Burkhardtsdorf in Saxony.
  • E. Lars Schwarz
    Lars Schwarz is a German local politician who serves as the mayor of the Baltic Sea resort town of Göhren.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff36558c81908682adbe7b5dce05 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb71dd6f88190beb99ca75914fb09 completed April 12, 2026, 3:15 p.m.
NEDg Description generation batch_69dbbbe3d9dc819088f85d41ef66ab29 completed April 12, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69dbc58a5ef481908e67fff6686fb506 completed April 12, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:13 p.m.