Triple

T17693995
Position Surface form Disambiguated ID Type / Status
Subject Yuval Tassa E441110 entity
Predicate coAuthorWith P398 FINISHED
Object Shakir Mohamed
Shakir Mohamed is a machine learning researcher known for his work in probabilistic modeling and artificial intelligence, including contributions at DeepMind.
E1282276 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: Shakir Mohamed | Statement: [Yuval Tassa, coAuthorWith, Shakir Mohamed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shakir Mohamed
Context triple: [Yuval Tassa, coAuthorWith, Shakir Mohamed]
  • A. Karim Hussain
    Karim Hussain is a Canadian cinematographer and filmmaker known for his visually distinctive work on genre and horror films.
  • B. Jamal Malik
    Jamal Malik is the impoverished yet resourceful young man from Mumbai who becomes a game-show sensation in the film "Slumdog Millionaire."
  • C. Omar Ishrak
    Omar Ishrak is a Bangladeshi-American business executive best known for leading Medtronic as its longtime CEO and later serving as chairman of the company.
  • D. Khalid Mohamed
    Khalid Mohamed is an Indian film critic, journalist, and filmmaker known for his work on several notable Hindi films as a writer and director.
  • E. Rizwan Ahmed
    Rizwan Ahmed, known professionally as Riz Ahmed, is a British actor and rapper acclaimed for his roles in films like "Sound of Metal" and "Nightcrawler" and as one half of the hip hop duo Swet Shop Boys.
  • 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: Shakir Mohamed
Triple: [Yuval Tassa, coAuthorWith, Shakir Mohamed]
Generated description
Shakir Mohamed is a machine learning researcher known for his work in probabilistic modeling and artificial intelligence, including contributions at DeepMind.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shakir Mohamed
Target entity description: Shakir Mohamed is a machine learning researcher known for his work in probabilistic modeling and artificial intelligence, including contributions at DeepMind.
  • A. Karim Hussain
    Karim Hussain is a Canadian cinematographer and filmmaker known for his visually distinctive work on genre and horror films.
  • B. Jamal Malik
    Jamal Malik is the impoverished yet resourceful young man from Mumbai who becomes a game-show sensation in the film "Slumdog Millionaire."
  • C. Omar Ishrak
    Omar Ishrak is a Bangladeshi-American business executive best known for leading Medtronic as its longtime CEO and later serving as chairman of the company.
  • D. Khalid Mohamed
    Khalid Mohamed is an Indian film critic, journalist, and filmmaker known for his work on several notable Hindi films as a writer and director.
  • E. Rizwan Ahmed
    Rizwan Ahmed, known professionally as Riz Ahmed, is a British actor and rapper acclaimed for his roles in films like "Sound of Metal" and "Nightcrawler" and as one half of the hip hop duo Swet Shop Boys.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4715485d88190b9b6f347ff85d7c7 completed April 19, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0223347be881908f3c227ca7240e61 completed May 11, 2026, 6:43 p.m.
NEDg Description generation batch_6a0225e434288190b4d2e64c638618ad completed May 11, 2026, 6:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0226bb01d881909d8bf1a0291ff14e completed May 11, 2026, 6:58 p.m.
Created at: April 10, 2026, 10:04 a.m.