Triple

T4207879
Position Surface form Disambiguated ID Type / Status
Subject Public Enemy E93826 entity
Predicate hasMember P10 FINISHED
Object Professor Griff
Professor Griff is an American rapper, spoken word artist, and activist best known as a founding member and Minister of Information of the politically charged hip hop group Public Enemy.
E421356 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: Professor Griff | Statement: [Public Enemy, hasMember, Professor Griff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Professor Griff
Context triple: [Public Enemy, hasMember, Professor Griff]
  • A. Professor Burris
    Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
  • B. Professor Unrat
    Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
  • C. Professor Brand
    Professor Brand is a brilliant but morally conflicted NASA physicist in the film "Interstellar," whose secretive plan to save humanity drives much of the story’s tension.
  • D. Professor LeBlanc
    Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
  • E. The Professor
    The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
  • 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: Professor Griff
Triple: [Public Enemy, hasMember, Professor Griff]
Generated description
Professor Griff is an American rapper, spoken word artist, and activist best known as a founding member and Minister of Information of the politically charged hip hop group Public Enemy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Professor Griff
Target entity description: Professor Griff is an American rapper, spoken word artist, and activist best known as a founding member and Minister of Information of the politically charged hip hop group Public Enemy.
  • A. Professor Burris
    Professor Burris is the skeptical psychology professor and narrator of B.F. Skinner’s utopian novel "Walden Two," through whose perspective the experimental community is explored and critiqued.
  • B. Professor Unrat
    Professor Unrat is a satirical novel by Heinrich Mann that critiques bourgeois morality through the story of a repressed schoolteacher whose obsession with a cabaret singer leads to his downfall.
  • C. Professor Brand
    Professor Brand is a brilliant but morally conflicted NASA physicist in the film "Interstellar," whose secretive plan to save humanity drives much of the story’s tension.
  • D. Professor LeBlanc
    Professor LeBlanc is a recurring comedic character from the classic American radio and television series "The Jack Benny Program."
  • E. The Professor
    The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3480e2aa08190a0b24df3b0e4b272 completed March 12, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b59628da008190ae0e458ed3a5890b completed March 14, 2026, 5:08 p.m.
NEDg Description generation batch_69b596b7330081908c66a5a756531ffd completed March 14, 2026, 5:11 p.m.
NED2 Entity disambiguation (via description) batch_69b59762105481908e3534600486b82d completed March 14, 2026, 5:14 p.m.
Created at: March 12, 2026, 11:03 p.m.