Triple

T5993263
Position Surface form Disambiguated ID Type / Status
Subject A-Trak E133402 entity
Predicate birthName P65 FINISHED
Object Alain Macklovitch
Alain Macklovitch is a Canadian DJ, turntablist, and record producer better known by his stage name A-Trak, recognized for his influential role in electronic and hip-hop music.
 E587440 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: Alain Macklovitch | Statement: [A-Trak, birthName, Alain Macklovitch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alain Macklovitch
Context triple: [A-Trak, birthName, Alain Macklovitch]
  • A. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • B. Jean-Pierre Lévy
    Jean-Pierre Lévy was a prominent French Resistance leader during World War II, known for organizing and directing clandestine networks against the Nazi occupation.
  • C. Alain Glavieux
    Alain Glavieux was a French engineer and information theorist best known as a co-inventor of turbo codes, a breakthrough in error-correcting coding that revolutionized digital communications.
  • D. Jean-François Klein
    Jean-François Klein is a French engineer and architect known for his role in designing major large-scale infrastructure projects, including the Yavuz Sultan Selim Bridge in Istanbul.
  • E. Michel Fessler
    Michel Fessler is a French screenwriter best known for co-writing the acclaimed nature documentary film "March of the Penguins."
  • 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: Alain Macklovitch
Triple: [A-Trak, birthName, Alain Macklovitch]
Generated description
Alain Macklovitch is a Canadian DJ, turntablist, and record producer better known by his stage name A-Trak, recognized for his influential role in electronic and hip-hop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alain Macklovitch
Target entity description: Alain Macklovitch is a Canadian DJ, turntablist, and record producer better known by his stage name A-Trak, recognized for his influential role in electronic and hip-hop music.
  • A. Michel Andrault
    Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 20th century.
  • B. Jean-Pierre Lévy
    Jean-Pierre Lévy was a prominent French Resistance leader during World War II, known for organizing and directing clandestine networks against the Nazi occupation.
  • C. Alain Glavieux
    Alain Glavieux was a French engineer and information theorist best known as a co-inventor of turbo codes, a breakthrough in error-correcting coding that revolutionized digital communications.
  • D. Jean-François Klein
    Jean-François Klein is a French engineer and architect known for his role in designing major large-scale infrastructure projects, including the Yavuz Sultan Selim Bridge in Istanbul.
  • E. Michel Fessler
    Michel Fessler is a French screenwriter best known for co-writing the acclaimed nature documentary film "March of the Penguins."
  • 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_69c00870ddbc81909880fa3864f4f38d completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04e9189908190abc9c742b38dfabc completed March 22, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62cf2edd48190b3d5f6bf27075fed completed March 27, 2026, 7:08 a.m.
NEDg Description generation batch_69c62dcb9e1481909fb357f2b010bc19 completed March 27, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69c62e33354481908a6a9af5c245f307 completed March 27, 2026, 7:13 a.m.
Created at: March 22, 2026, 4:05 p.m.