Triple

T7436945
Position Surface form Disambiguated ID Type / Status
Subject A.I. Artificial Intelligence E171638 entity
Predicate character P662 FINISHED
Object Professor Hobby
Professor Hobby is a visionary but morally ambiguous roboticist in the film "A.I. Artificial Intelligence," known for creating advanced humanoid robots and serving as a symbolic father figure to the protagonist, David.
E662674 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 Hobby | Statement: [A.I. Artificial Intelligence, character, Professor Hobby]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Professor Hobby
Context triple: [A.I. Artificial Intelligence, character, Professor Hobby]
  • A. 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.
  • 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. The Professor
    The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
  • D. The Professor
    The Professor is the nickname of Ghanaian former professional boxer Azumah Nelson, a legendary world champion widely regarded as one of Africa’s greatest fighters.
  • E. 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.
  • 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 Hobby
Triple: [A.I. Artificial Intelligence, character, Professor Hobby]
Generated description
Professor Hobby is a visionary but morally ambiguous roboticist in the film "A.I. Artificial Intelligence," known for creating advanced humanoid robots and serving as a symbolic father figure to the protagonist, David.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Professor Hobby
Target entity description: Professor Hobby is a visionary but morally ambiguous roboticist in the film "A.I. Artificial Intelligence," known for creating advanced humanoid robots and serving as a symbolic father figure to the protagonist, David.
  • A. 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.
  • 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. The Professor
    The Professor is the nickname of Ghanaian former professional boxer Azumah Nelson, a legendary world champion widely regarded as one of Africa’s greatest fighters.
  • D. The Professor
    The Professor is the mastermind strategist and enigmatic leader who orchestrates the meticulously planned heists in the Spanish series "Money Heist."
  • E. 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.
  • 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_69c68a64228c8190affaec2a8127ce7b completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f349399c8190b46d5882ece2e73a completed March 27, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f23afb48190ae57fb952b2721c3 completed March 28, 2026, 6:34 p.m.
NEDg Description generation batch_69c81fb9d2e48190905a26a0b6377665 completed March 28, 2026, 6:36 p.m.
NED2 Entity disambiguation (via description) batch_69c82010d5048190a6182d41e4979012 completed March 28, 2026, 6:38 p.m.
Created at: March 27, 2026, 3:13 p.m.