Triple

T8482667
Position Surface form Disambiguated ID Type / Status
Subject Jumper et al., Nature 2021 E200555 entity
Predicate hasCorrespondingAuthor P83520 FINISHED
Object Demis Hassabis E39539 NE FINISHED

How this triple was built (3 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: Demis Hassabis | Statement: [Jumper et al., Nature 2021, hasCorrespondingAuthor, Demis Hassabis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demis Hassabis
Context triple: [Jumper et al., Nature 2021, hasCorrespondingAuthor, Demis Hassabis]
  • A. Demis Hassabis chosen
    Demis Hassabis is a British artificial intelligence researcher, neuroscientist, and entrepreneur best known as the co-founder and CEO of DeepMind, a leading AI company acquired by Google.
  • B. Shane Legg
    Shane Legg is a computer scientist and AI researcher best known as a co-founder of DeepMind and for his influential work on artificial general intelligence.
  • C. Ilya Sutskever
    Ilya Sutskever is a leading artificial intelligence researcher and co-founder of OpenAI, known for his pioneering work in deep learning and neural networks.
  • D. Nicolas Heess
    Nicolas Heess is a machine learning researcher known for his work in deep reinforcement learning, including contributions to algorithms such as Deep Deterministic Policy Gradient (DDPG).
  • E. David Silver
    David Silver is a central character on the teen drama series "Beverly Hills, 90210," known for his evolution from an awkward outsider to a popular DJ and radio host.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasCorrespondingAuthor
Context triple: [Jumper et al., Nature 2021, hasCorrespondingAuthor, Demis Hassabis]
  • A. hasAuthorRelationship
    Indicates a relationship where one entity serves as the author or creator of another entity (such as a work, document, or resource).
  • B. hasCoauthor
    Indicates that two or more entities have jointly authored the same work or publication.
  • C. hasAuthor
    Indicates that an entity is written or created by a specific author.
  • D. hasAuthorRelationshipToSubject
    Indicates that an entity serves as the author or creator of the specified subject.
  • E. hasAuthorAffiliationAtTimeOfPublication
    Indicates that an author was affiliated with a particular organization or institution at the time a work was published.
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe53638c48190b742fc51d1b4442a completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea83707e481909f9dfd6450a28d3d completed April 2, 2026, 5:32 p.m.
PD Predicate disambiguation batch_69cbd107633c8190a36ba50e07876918 completed March 31, 2026, 1:49 p.m.
PDg Predicate description generation batch_69cbe30c2d088190b4cb89adb4e88273 completed March 31, 2026, 3:06 p.m.
Created at: March 30, 2026, 6:12 p.m.