Triple

T15313721
Position Surface form Disambiguated ID Type / Status
Subject Visual Geometry Group E366100 entity
Predicate hasMember P10 FINISHED
Object Andrea Vedaldi
Andrea Vedaldi is a computer vision researcher and professor known for his contributions to visual recognition, image understanding, and deep learning methods.
E1150782 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: Andrea Vedaldi | Statement: [Visual Geometry Group, hasMember, Andrea Vedaldi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrea Vedaldi
Context triple: [Visual Geometry Group, hasMember, Andrea Vedaldi]
  • A. Alexei Efros
    Alexei Efros is a prominent computer scientist known for his influential work in computer vision and computational photography.
  • B. Andrew Zisserman
    Andrew Zisserman is a prominent British computer vision researcher and professor known for foundational contributions to object recognition, image understanding, and influential deep learning architectures.
  • C. Abraham Girshick
    Abraham Girshick was an American statistician known for his contributions to statistical decision theory and his work during World War II with Columbia University's Statistical Research Group.
  • D. Jia Deng
    Jia Deng is a computer scientist known for his influential work in computer vision and machine learning, particularly as a co-creator of the large-scale image dataset ImageNet.
  • E. Bernd Girod
    Bernd Girod is a German-American electrical engineer and computer scientist known for his influential work in video compression, multimedia signal processing, and visual communication.
  • 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: Andrea Vedaldi
Triple: [Visual Geometry Group, hasMember, Andrea Vedaldi]
Generated description
Andrea Vedaldi is a computer vision researcher and professor known for his contributions to visual recognition, image understanding, and deep learning methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrea Vedaldi
Target entity description: Andrea Vedaldi is a computer vision researcher and professor known for his contributions to visual recognition, image understanding, and deep learning methods.
  • A. Alexei Efros
    Alexei Efros is a prominent computer scientist known for his influential work in computer vision and computational photography.
  • B. Andrew Zisserman
    Andrew Zisserman is a prominent British computer vision researcher and professor known for foundational contributions to object recognition, image understanding, and influential deep learning architectures.
  • C. Abraham Girshick
    Abraham Girshick was an American statistician known for his contributions to statistical decision theory and his work during World War II with Columbia University's Statistical Research Group.
  • D. Jia Deng
    Jia Deng is a computer scientist known for his influential work in computer vision and machine learning, particularly as a co-creator of the large-scale image dataset ImageNet.
  • E. Bernd Girod
    Bernd Girod is a German-American electrical engineer and computer scientist known for his influential work in video compression, multimedia signal processing, and visual communication.
  • 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.