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.