Triple

T4833509
Position Surface form Disambiguated ID Type / Status
Subject Intriguing properties of neural networks E108000 entity
Predicate author P4 FINISHED
Object Joan Bruna
Joan Bruna is a mathematician and computer scientist known for his foundational work in theoretical deep learning, including convolutional architectures and scattering networks.
E473813 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: Joan Bruna | Statement: [Intriguing properties of neural networks, author, Joan Bruna]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joan Bruna
Context triple: [Intriguing properties of neural networks, author, Joan Bruna]
  • A. Miquel Barceló
    Miquel Barceló is a renowned contemporary Spanish painter and sculptor known for his experimental techniques and large-scale works, including major public art commissions.
  • B. Montserrat Ribé
    Montserrat Ribé is a Spanish makeup and special effects artist best known for her work on Guillermo del Toro’s films, including the creature designs in "Pan’s Labyrinth."
  • C. Bernat Vilaplana
    Bernat Vilaplana is a Spanish film editor known for his frequent collaborations with director Guillermo del Toro on acclaimed films such as Pan’s Labyrinth.
  • D. Enric Sagnier
    Enric Sagnier was a prolific Catalan architect whose eclectic yet prominently Modernisme-influenced works helped shape the urban landscape of Barcelona in the late 19th and early 20th centuries.
  • E. Adrià Puigdomènech Badia
    Adrià Puigdomènech Badia is a researcher and contributor in the field of computer science, known for work related to the A3C (Asynchronous Advantage Actor-Critic) reinforcement learning algorithm.
  • 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: Joan Bruna
Triple: [Intriguing properties of neural networks, author, Joan Bruna]
Generated description
Joan Bruna is a mathematician and computer scientist known for his foundational work in theoretical deep learning, including convolutional architectures and scattering networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joan Bruna
Target entity description: Joan Bruna is a mathematician and computer scientist known for his foundational work in theoretical deep learning, including convolutional architectures and scattering networks.
  • A. Miquel Barceló
    Miquel Barceló is a renowned contemporary Spanish painter and sculptor known for his experimental techniques and large-scale works, including major public art commissions.
  • B. Montserrat Ribé
    Montserrat Ribé is a Spanish makeup and special effects artist best known for her work on Guillermo del Toro’s films, including the creature designs in "Pan’s Labyrinth."
  • C. Bernat Vilaplana
    Bernat Vilaplana is a Spanish film editor known for his frequent collaborations with director Guillermo del Toro on acclaimed films such as Pan’s Labyrinth.
  • D. Enric Sagnier
    Enric Sagnier was a prolific Catalan architect whose eclectic yet prominently Modernisme-influenced works helped shape the urban landscape of Barcelona in the late 19th and early 20th centuries.
  • E. Adrià Puigdomènech Badia
    Adrià Puigdomènech Badia is a researcher and contributor in the field of computer science, known for work related to the A3C (Asynchronous Advantage Actor-Critic) reinforcement learning algorithm.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cca88d88190a8ad6cf7856bdf69 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cbbc8a08190b01e4ca717260a20 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be5d40dd8081908a911ce03b3dc0da completed March 21, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69be5d9e2f1481909284d5e5115e82bc completed March 21, 2026, 8:58 a.m.
Created at: March 20, 2026, 1:25 p.m.