Triple

T18724276
Position Surface form Disambiguated ID Type / Status
Subject Aidan N. Gomez E457856 entity
Predicate collaboratedWith P435 FINISHED
Object Llion Jones
Llion Jones is a machine learning researcher and engineer best known as one of the co-authors of the influential paper "Attention Is All You Need," which introduced the Transformer architecture.
 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: [Aidan N. Gomez, collaboratedWith, Llion Jones]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Llion Jones
Context triple: [Aidan N. Gomez, collaboratedWith, Llion Jones]
  • A. 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.
  • B. Hywel Bennett
    Hywel Bennett was a Welsh actor best known for his roles in British film and television from the 1960s onward, including the sitcom "Shelley" and numerous drama series.
  • C. Bleddyn Williams
    Bleddyn Williams was a renowned Welsh rugby union centre and captain, celebrated for his leadership of both Wales and the British & Irish Lions in the 1940s and 1950s.
  • D. Guto Pryce
    Guto Pryce is a Welsh musician best known as the bassist for the alternative rock band Super Furry Animals.
  • E. Llewelyn Thomas
    Llewelyn Thomas was the son of Welsh poet and writer Dylan Thomas.
  • 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: [Aidan N. Gomez, collaboratedWith, Llion Jones]
Generated description
Llion Jones is a machine learning researcher and engineer best known as one of the co-authors of the influential paper "Attention Is All You Need," which introduced the Transformer architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Llion Jones
Target entity description: Llion Jones is a machine learning researcher and engineer best known as one of the co-authors of the influential paper "Attention Is All You Need," which introduced the Transformer architecture.
  • A. Llion Jones chosen
    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.
  • B. Hywel Bennett
    Hywel Bennett was a Welsh actor best known for his roles in British film and television from the 1960s onward, including the sitcom "Shelley" and numerous drama series.
  • C. Bleddyn Williams
    Bleddyn Williams was a renowned Welsh rugby union centre and captain, celebrated for his leadership of both Wales and the British & Irish Lions in the 1940s and 1950s.
  • D. Guto Pryce
    Guto Pryce is a Welsh musician best known as the bassist for the alternative rock band Super Furry Animals.
  • E. Llewelyn Thomas
    Llewelyn Thomas was the son of Welsh poet and writer Dylan Thomas.
  • F. None of above.

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_69d8d393ba9c8190a8b03b04ddbb0a09 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e56abcfc048190a01dee959e768768 completed April 19, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05829d831881908540c140791d6fb6 completed May 14, 2026, 8:06 a.m.
NEDg Description generation batch_6a05839aa5488190832c1d6ebf4b167e completed May 14, 2026, 8:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0583f65d2c8190b338f030402e55a6 completed May 14, 2026, 8:12 a.m.
Created at: April 10, 2026, 11:50 a.m.