Triple

T5766326
Position Surface form Disambiguated ID Type / Status
Subject U2 360° Tour E127221 entity
Predicate videoDirector P4911 FINISHED
Object Stefaan Desmedt
Stefaan Desmedt is a video director known for his work on major live concert productions, including U2's 360° Tour.
E543024 NE FINISHED

How this triple was built (5 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: Stefaan Desmedt | Statement: [U2 360° Tour, videoDirector, Stefaan Desmedt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stefaan Desmedt
Context triple: [U2 360° Tour, videoDirector, Stefaan Desmedt]
  • A. Hugo Krawczyk
    Hugo Krawczyk is a prominent cryptographer known for foundational contributions to modern cryptographic protocols and standards, including the design of HMAC and key exchange mechanisms used in Internet security.
  • B. Victor Shoup
    Victor Shoup is a prominent computer scientist and cryptographer known for his foundational work in public-key cryptography, provable security, and the development of widely used cryptographic libraries.
  • C. Phillip Rogaway
    Phillip Rogaway is a prominent cryptographer known for his influential work on the theory and practice of encryption and for advocating the ethical and social responsibilities of cryptography.
  • D. Joan Daemen
    Joan Daemen is a Belgian cryptographer best known as a co-designer of the Rijndael cipher, which was selected as the Advanced Encryption Standard (AES).
  • E. Daniele Micciancio
    Daniele Micciancio is a computer scientist known for his influential work in lattice-based cryptography and computational complexity.
  • 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: Stefaan Desmedt
Triple: [U2 360° Tour, videoDirector, Stefaan Desmedt]
Generated description
Stefaan Desmedt is a video director known for his work on major live concert productions, including U2's 360° Tour.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stefaan Desmedt
Target entity description: Stefaan Desmedt is a video director known for his work on major live concert productions, including U2's 360° Tour.
  • A. Hugo Krawczyk
    Hugo Krawczyk is a prominent cryptographer known for foundational contributions to modern cryptographic protocols and standards, including the design of HMAC and key exchange mechanisms used in Internet security.
  • B. Victor Shoup
    Victor Shoup is a prominent computer scientist and cryptographer known for his foundational work in public-key cryptography, provable security, and the development of widely used cryptographic libraries.
  • C. Phillip Rogaway
    Phillip Rogaway is a prominent cryptographer known for his influential work on the theory and practice of encryption and for advocating the ethical and social responsibilities of cryptography.
  • D. Joan Daemen
    Joan Daemen is a Belgian cryptographer best known as a co-designer of the Rijndael cipher, which was selected as the Advanced Encryption Standard (AES).
  • E. Daniele Micciancio
    Daniele Micciancio is a computer scientist known for his influential work in lattice-based cryptography and computational complexity.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: videoDirector
Context triple: [U2 360° Tour, videoDirector, Stefaan Desmedt]
  • A. musicVideoCoDirector
    Indicates a relationship where two or more individuals share responsibility for directing the same music video.
  • B. musicVideoDirector chosen
    Indicates that one entity is the director responsible for creating or overseeing the production of the other entity, which is a music video.
  • C. filmDirection
    Indicates that one entity is the director responsible for overseeing the creative and practical aspects of producing the film represented by the other entity.
  • D. movementDirector
    Indicates that one entity serves as the movement director (responsible for choreographing or directing movement) for another entity, such as a performance or production.
  • E. musicVideoProject
    Indicates a relationship where an entity is involved in, associated with, or serves as a project for creating or producing a music video.
  • F. None of above.

Provenance (6 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_69c00834f6308190851b0abeddd8ed7e completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02acb12c081908e4beee4a957f9f9 completed March 22, 2026, 5:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e5d8c8c819081067de808ac1b56 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08bce3e808190af4e2f0e8591b2de completed March 23, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69c08c6d1a788190acb7651a1f144d9d completed March 23, 2026, 12:42 a.m.
PD Predicate disambiguation batch_69c021ce8d3c81909b332cb1c33a61ad completed March 22, 2026, 5:07 p.m.
Created at: March 22, 2026, 3:49 p.m.