Triple

T12207563
Position Surface form Disambiguated ID Type / Status
Subject StyleGAN E290872 entity
Predicate usesOperation P9818 FINISHED
Object AdaIN
AdaIN (Adaptive Instance Normalization) is a neural network technique that adjusts feature statistics to transfer style information, widely used in style-based generative models like StyleGAN.
 E971756 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: AdaIN | Statement: [StyleGAN, usesOperation, AdaIN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AdaIN
Context triple: [StyleGAN, usesOperation, AdaIN]
  • A. AI2
    AI2 is a research institute founded by Paul Allen that advances artificial intelligence through open science, impactful AI systems, and large-scale scholarly resources.
  • B. Adept AI
    Adept AI is an artificial intelligence research and product company focused on building AI agents that can use existing software tools to perform complex tasks for users.
  • C. ADAV
    ADAV was the abbreviation for the General German Workers' Association, one of the first major socialist workers' parties in 19th-century Germany.
  • D. AIAS
    AIAS is a national student-run organization that supports and advocates for architecture students through leadership, design, and professional development opportunities.
  • E. ADI
    ADI is the station code for Ahmedabad Junction, a major railway hub in the Indian state of Gujarat.
  • 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: AdaIN
Triple: [StyleGAN, usesOperation, AdaIN]
Generated description
AdaIN (Adaptive Instance Normalization) is a neural network technique that adjusts feature statistics to transfer style information, widely used in style-based generative models like StyleGAN.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AdaIN
Target entity description: AdaIN (Adaptive Instance Normalization) is a neural network technique that adjusts feature statistics to transfer style information, widely used in style-based generative models like StyleGAN.
  • A. AI2
    AI2 is a research institute founded by Paul Allen that advances artificial intelligence through open science, impactful AI systems, and large-scale scholarly resources.
  • B. Adept AI
    Adept AI is an artificial intelligence research and product company focused on building AI agents that can use existing software tools to perform complex tasks for users.
  • C. ADAV
    ADAV was the abbreviation for the General German Workers' Association, one of the first major socialist workers' parties in 19th-century Germany.
  • D. AIAS
    AIAS is a national student-run organization that supports and advocates for architecture students through leadership, design, and professional development opportunities.
  • E. ADI
    ADI is the station code for Ahmedabad Junction, a major railway hub in the Indian state of Gujarat.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7d8f5c8190a46e9caa2a920fa9 completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a9d2f0c81908352cd9f0167c6ab completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60f2154c8819081f9cf6f51e5255b completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60fe8c2ec8190af7c69dd17ea75fe completed May 2, 2026, 2:53 p.m.
Created at: April 8, 2026, 9:51 p.m.