Triple

T4833462
Position Surface form Disambiguated ID Type / Status
Subject Inception architecture E107999 entity
Predicate introducedBy P513 FINISHED
Object Wei Liu E111970 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Wei Liu | Statement: [Inception architecture, introducedBy, Wei Liu]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wei Liu
Context triple: [Inception architecture, introducedBy, Wei Liu]
  • A. Wei Liu chosen
    Wei Liu is a computer scientist and researcher known for his contributions to deep learning and computer vision, including influential work on object detection.
  • B. Huan Liu
    Huan Liu is a prominent computer scientist known for his influential research in data mining and machine learning, particularly in feature selection and social media analytics.
  • C. Yuhuai Wu
    Yuhuai Wu is an AI researcher and entrepreneur known for his work on large language models and as a member of Elon Musk’s xAI team.
  • D. Jian Sun
    Jian Sun is a Chinese computer vision researcher known for his influential work in deep learning and as a co-author of the seminal ResNet architecture.
  • E. Xindong Wu
    Xindong Wu is a prominent computer scientist known for his influential contributions to data mining and knowledge discovery research.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69bd43fbe444819085cb970706ef73f7 elicitation completed
NER batch_69bd6cca88d88190a8ad6cf7856bdf69 ner completed
NED1 batch_69be4dd744688190a420580e3a8332ff ned_source_triple completed
Created at: March 20, 2026, 1:25 p.m.