Triple

T15313724
Position Surface form Disambiguated ID Type / Status
Subject Visual Geometry Group E366100 entity
Predicate hasMember P10 FINISHED
Object Will Maddern
Will Maddern is a computer vision researcher associated with the University of Oxford’s Visual Geometry Group, known for work in areas such as robotic perception and visual localization.
E1150784 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: Will Maddern | Statement: [Visual Geometry Group, hasMember, Will Maddern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Will Maddern
Context triple: [Visual Geometry Group, hasMember, Will Maddern]
  • A. Alan Moulder
    Alan Moulder is a renowned British record producer and audio engineer best known for his work with influential alternative rock and shoegaze bands such as My Bloody Valentine, Nine Inch Nails, and Smashing Pumpkins.
  • B. Roger Merrett
    Roger Merrett is a former Australian rules footballer best known as a powerful key forward and captain who became a foundational figure for the Brisbane Bears in the VFL/AFL.
  • C. Edward Maltby
    Edward Maltby was a 19th-century English clergyman who served as Bishop of Chichester and later Bishop of Durham in the Church of England.
  • D. William Pleeth
    William Pleeth was a renowned British cellist and influential teacher best known for mentoring the celebrated cellist Jacqueline du Pré.
  • E. Hugh Millard
    Hugh Millard is a British diplomat who has served as Commissioner of the British Antarctic Territory.
  • 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: Will Maddern
Triple: [Visual Geometry Group, hasMember, Will Maddern]
Generated description
Will Maddern is a computer vision researcher associated with the University of Oxford’s Visual Geometry Group, known for work in areas such as robotic perception and visual localization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Will Maddern
Target entity description: Will Maddern is a computer vision researcher associated with the University of Oxford’s Visual Geometry Group, known for work in areas such as robotic perception and visual localization.
  • A. Alan Moulder
    Alan Moulder is a renowned British record producer and audio engineer best known for his work with influential alternative rock and shoegaze bands such as My Bloody Valentine, Nine Inch Nails, and Smashing Pumpkins.
  • B. Roger Merrett
    Roger Merrett is a former Australian rules footballer best known as a powerful key forward and captain who became a foundational figure for the Brisbane Bears in the VFL/AFL.
  • C. Edward Maltby
    Edward Maltby was a 19th-century English clergyman who served as Bishop of Chichester and later Bishop of Durham in the Church of England.
  • D. William Pleeth
    William Pleeth was a renowned British cellist and influential teacher best known for mentoring the celebrated cellist Jacqueline du Pré.
  • E. Hugh Millard
    Hugh Millard is a British diplomat who has served as Commissioner of the British Antarctic Territory.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03dd050108190a584543cb93943a4 completed April 16, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef8a3da3881909b50cfbec0543adc completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefdb82b2081908084a12a58ad3477 completed May 9, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69fefe6c42708190bd893885fc5bc88e completed May 9, 2026, 9:29 a.m.
Created at: April 10, 2026, 3:16 a.m.