Triple

T4651100
Position Surface form Disambiguated ID Type / Status
Subject Transformer E102296 entity
Predicate introducedBy P513 FINISHED
Object Llion Jones
Llion Jones is a computer scientist and co-author of the seminal "Attention Is All You Need" paper that introduced the Transformer architecture in deep learning.
 E457855 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: Llion Jones | Statement: [Transformer, introducedBy, Llion Jones]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Llion Jones
Context triple: [Transformer, introducedBy, Llion Jones]
  • A. Geraint Owen
    Geraint Owen is a Welsh geologist and academic known for his work in sedimentology and for serving in leadership roles at Swansea University.
  • B. Rhodri Giggs
    Rhodri Giggs is a Welsh former footballer and football manager best known publicly as the brother of ex-Manchester United star Ryan Giggs.
  • C. Rhys Edwards
    Rhys Edwards is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Edwards.
  • D. Rhys Williams
    Rhys Williams was a Welsh character actor known for his numerous supporting roles in mid-20th-century American films and television.
  • E. Rhys Williams
    Rhys Williams is a character in the Doctor Who spin-off series Torchwood, known as Gwen Cooper’s long-suffering but loyal husband who becomes increasingly involved with the Torchwood team’s alien-related activities.
  • 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: Llion Jones
Triple: [Transformer, introducedBy, Llion Jones]
Generated description
Llion Jones is a computer scientist and co-author of the seminal "Attention Is All You Need" paper that introduced the Transformer architecture in deep learning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Llion Jones
Target entity description: Llion Jones is a computer scientist and co-author of the seminal "Attention Is All You Need" paper that introduced the Transformer architecture in deep learning.
  • A. Geraint Owen
    Geraint Owen is a Welsh geologist and academic known for his work in sedimentology and for serving in leadership roles at Swansea University.
  • B. Rhodri Giggs
    Rhodri Giggs is a Welsh former footballer and football manager best known publicly as the brother of ex-Manchester United star Ryan Giggs.
  • C. Rhys Edwards
    Rhys Edwards is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Edwards.
  • D. Rhys Williams
    Rhys Williams was a Welsh character actor known for his numerous supporting roles in mid-20th-century American films and television.
  • E. Rhys Williams
    Rhys Williams is a character in the Doctor Who spin-off series Torchwood, known as Gwen Cooper’s long-suffering but loyal husband who becomes increasingly involved with the Torchwood team’s alien-related activities.
  • 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_69bd43d71a308190afea7280841b0de8 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd630343f88190954d19fcd18a5864 completed March 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfae7636881908244b86cba1c66b7 completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfbc12acc8190b8116a6003abb3e3 completed March 21, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc44536c8190a71e52b0690a7570 completed March 21, 2026, 2:02 a.m.
Created at: March 20, 2026, 1:14 p.m.