Triple

T4205010
Position Surface form Disambiguated ID Type / Status
Subject DJ Khalil E86161 entity
Predicate memberOf P10 FINISHED
Object Self Scientific
Self Scientific is an American hip hop duo known for its socially conscious lyrics and innovative, sample-rich production, featuring producer DJ Khalil and rapper Chace Infinite.
 E420697 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: Self Scientific | Statement: [DJ Khalil, memberOf, Self Scientific]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Self Scientific
Context triple: [DJ Khalil, memberOf, Self Scientific]
  • A. The Scientific Basis
    "The Scientific Basis" is the first volume of the IPCC Third Assessment Report, presenting the underlying physical science of climate change.
  • B. Science and Method
    Science and Method is a philosophical work by Henri Poincaré that explores the foundations, methods, and logical structure of scientific inquiry and mathematical thought.
  • C. Science and the Mind
    "Science and the Mind" is a work coauthored by mathematical physicist Roger Penrose that explores the nature of consciousness and its relationship to scientific understanding.
  • D. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • E. Syience
    Syience is a music producer known for his work in contemporary R&B and pop, collaborating with prominent artists on charting tracks.
  • 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: Self Scientific
Triple: [DJ Khalil, memberOf, Self Scientific]
Generated description
Self Scientific is an American hip hop duo known for its socially conscious lyrics and innovative, sample-rich production, featuring producer DJ Khalil and rapper Chace Infinite.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Self Scientific
Target entity description: Self Scientific is an American hip hop duo known for its socially conscious lyrics and innovative, sample-rich production, featuring producer DJ Khalil and rapper Chace Infinite.
  • A. The Scientific Basis
    "The Scientific Basis" is the first volume of the IPCC Third Assessment Report, presenting the underlying physical science of climate change.
  • B. Science and Method
    Science and Method is a philosophical work by Henri Poincaré that explores the foundations, methods, and logical structure of scientific inquiry and mathematical thought.
  • C. Science and the Mind
    "Science and the Mind" is a work coauthored by mathematical physicist Roger Penrose that explores the nature of consciousness and its relationship to scientific understanding.
  • D. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • E. Syience
    Syience is a music producer known for his work in contemporary R&B and pop, collaborating with prominent artists on charting tracks.
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0382eafc8190946bf45bf28095dd completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a19c90c819083a750fafa6fd1c7 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e337aec819092020d46ee235fd1 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e9f50948190a40254375e76153c completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:49 p.m.