Triple

T3563805
Position Surface form Disambiguated ID Type / Status
Subject Coolaid E75396 entity
Predicate hasProducer P30366 FINISHED
Object Madd Scientist
Madd Scientist is a hip-hop music producer known for crafting beats and collaborating with underground rap artists.
 E369271 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: Madd Scientist | Statement: [Coolaid, hasProducer, Madd Scientist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madd Scientist
Context triple: [Coolaid, hasProducer, Madd Scientist]
  • A. Mr. Science
    Mr. Science is a symbolic figure representing the ideals of modern scientific rationality and progress that Chinese intellectuals championed during the May Fourth Movement.
  • B. Sayanci
    Sayanci is a West Chadic language spoken in parts of northern Nigeria.
  • C. Science Inc.
    Science Inc. is a consumer products company known for developing and marketing innovative, data-driven brands such as the meal replacement drink Soylent.
  • D. The Scientist
    "The Scientist" is a melancholic piano-driven ballad by British rock band Coldplay, known for its introspective lyrics and innovative reverse-motion music video.
  • E. Bill Nye Saves the World
    Bill Nye Saves the World is a Netflix science talk show hosted by Bill Nye that explores scientific topics and debunks myths through experiments, expert interviews, and comedic segments.
  • 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: Madd Scientist
Triple: [Coolaid, hasProducer, Madd Scientist]
Generated description
Madd Scientist is a hip-hop music producer known for crafting beats and collaborating with underground rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madd Scientist
Target entity description: Madd Scientist is a hip-hop music producer known for crafting beats and collaborating with underground rap artists.
  • A. Mr. Science
    Mr. Science is a symbolic figure representing the ideals of modern scientific rationality and progress that Chinese intellectuals championed during the May Fourth Movement.
  • B. Sayanci
    Sayanci is a West Chadic language spoken in parts of northern Nigeria.
  • C. Science Inc.
    Science Inc. is a consumer products company known for developing and marketing innovative, data-driven brands such as the meal replacement drink Soylent.
  • D. The Scientist
    "The Scientist" is a melancholic piano-driven ballad by British rock band Coldplay, known for its introspective lyrics and innovative reverse-motion music video.
  • E. Bill Nye Saves the World
    Bill Nye Saves the World is a Netflix science talk show hosted by Bill Nye that explores scientific topics and debunks myths through experiments, expert interviews, and comedic segments.
  • 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_69ad85d512708190829c8b2d3a2ccfb8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0a76c008190a2056b6d990776fe completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bba91d08819081a433c9f06a2c2b completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bda1e1ac819094ac613c0e55c048 completed March 13, 2026, 7:32 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5adac0481908b9053585c317be0 completed March 13, 2026, 11:31 a.m.
Created at: March 8, 2026, 3:21 p.m.