Triple

T6575439
Position Surface form Disambiguated ID Type / Status
Subject Julian Lloyd Webber E155549 entity
Predicate hasSpouse P13 FINISHED
Object Jiaxin Cheng
Jiaxin Cheng is a Chinese-born cellist known for her concert performances and recordings, including collaborations with her husband, British cellist Julian Lloyd Webber.
E606222 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: Jiaxin Cheng | Statement: [Julian Lloyd Webber, hasSpouse, Jiaxin Cheng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jiaxin Cheng
Context triple: [Julian Lloyd Webber, hasSpouse, Jiaxin Cheng]
  • A. Xiangmei Chen
    Xiangmei Chen, better known as Anna Chennault, was a prominent Chinese-American journalist, Republican political operative, and influential figure in U.S.–China relations during the Cold War.
  • B. Chiwei Yu
    Chiwei Yu is a small, remote islet in the East China Sea that is part of the disputed Diaoyutai/Senkaku Islands archipelago.
  • C. Ziyu Wang
    Ziyu Wang is a machine learning researcher best known for co-developing the dueling deep Q-network (Dueling DQN) architecture in deep reinforcement learning.
  • D. Jun-Yan Zhu
    Jun-Yan Zhu is a computer scientist and researcher known for his influential work in computer vision and generative models, particularly in image-to-image translation.
  • E. 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.
  • 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: Jiaxin Cheng
Triple: [Julian Lloyd Webber, hasSpouse, Jiaxin Cheng]
Generated description
Jiaxin Cheng is a Chinese-born cellist known for her concert performances and recordings, including collaborations with her husband, British cellist Julian Lloyd Webber.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jiaxin Cheng
Target entity description: Jiaxin Cheng is a Chinese-born cellist known for her concert performances and recordings, including collaborations with her husband, British cellist Julian Lloyd Webber.
  • A. Xiangmei Chen
    Xiangmei Chen, better known as Anna Chennault, was a prominent Chinese-American journalist, Republican political operative, and influential figure in U.S.–China relations during the Cold War.
  • B. Chiwei Yu
    Chiwei Yu is a small, remote islet in the East China Sea that is part of the disputed Diaoyutai/Senkaku Islands archipelago.
  • C. Ziyu Wang
    Ziyu Wang is a machine learning researcher best known for co-developing the dueling deep Q-network (Dueling DQN) architecture in deep reinforcement learning.
  • D. Jun-Yan Zhu
    Jun-Yan Zhu is a computer scientist and researcher known for his influential work in computer vision and generative models, particularly in image-to-image translation.
  • E. 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.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae725f988190bacdbeb493b758cf completed March 27, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d56d204c819098428507da28a9d5 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d86be9e8819095915a5e33808ba3 completed March 27, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8e1dd248190b39e18ad5b6578d6 completed March 27, 2026, 7:22 p.m.
Created at: March 27, 2026, 1:53 p.m.