Triple

T16639914
Position Surface form Disambiguated ID Type / Status
Subject Dr. Luke E404303 entity
Predicate name P16 FINISHED
Object Lukasz Sebastian Gottwald
Lukasz Sebastian Gottwald, better known as Dr. Luke, is an American record producer and songwriter known for crafting numerous chart-topping pop hits for major artists in the 2000s and 2010s.
E1227163 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: Lukasz Sebastian Gottwald | Statement: [Dr. Luke, name, Lukasz Sebastian Gottwald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lukasz Sebastian Gottwald
Context triple: [Dr. Luke, name, Lukasz Sebastian Gottwald]
  • A. Hubert Gorbach
    Hubert Gorbach is an Austrian politician who served as a leading member of the Freedom Party of Austria (FPÖ) and later the Alliance for the Future of Austria (BZÖ), holding prominent governmental roles in the early 2000s.
  • B. Ignacy Machowski
    Ignacy Machowski was a Polish film and theater actor known for his character roles in mid-20th-century Polish cinema and television.
  • C. Zbigniew
    Zbigniew is a masculine Slavic given name, particularly common in Poland.
  • D. Zawinul
    Zawinul is the surname of Joe Zawinul, the influential Austrian jazz keyboardist and composer known for his work with Weather Report and Miles Davis.
  • E. Bogdan Borusewicz
    Bogdan Borusewicz is a Polish opposition activist and politician, best known for his leading role in the Solidarity movement and later service as Marshal of the Senate of Poland.
  • 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: Lukasz Sebastian Gottwald
Triple: [Dr. Luke, name, Lukasz Sebastian Gottwald]
Generated description
Lukasz Sebastian Gottwald, better known as Dr. Luke, is an American record producer and songwriter known for crafting numerous chart-topping pop hits for major artists in the 2000s and 2010s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lukasz Sebastian Gottwald
Target entity description: Lukasz Sebastian Gottwald, better known as Dr. Luke, is an American record producer and songwriter known for crafting numerous chart-topping pop hits for major artists in the 2000s and 2010s.
  • A. Hubert Gorbach
    Hubert Gorbach is an Austrian politician who served as a leading member of the Freedom Party of Austria (FPÖ) and later the Alliance for the Future of Austria (BZÖ), holding prominent governmental roles in the early 2000s.
  • B. Ignacy Machowski
    Ignacy Machowski was a Polish film and theater actor known for his character roles in mid-20th-century Polish cinema and television.
  • C. Zbigniew
    Zbigniew is a masculine Slavic given name, particularly common in Poland.
  • D. Zawinul
    Zawinul is the surname of Joe Zawinul, the influential Austrian jazz keyboardist and composer known for his work with Weather Report and Miles Davis.
  • E. Bogdan Borusewicz
    Bogdan Borusewicz is a Polish opposition activist and politician, best known for his leading role in the Solidarity movement and later service as Marshal of the Senate of Poland.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ad0e5408190aef8b5577be73057 completed April 18, 2026, 12:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a2ce64c8190970c86b729a6ff83 completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008b001c988190b0ddec3be0ed6fd0 completed May 10, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_6a008ba8227881908b1ac6e30d2e7c32 completed May 10, 2026, 1:44 p.m.
Created at: April 10, 2026, 5:18 a.m.