Triple

T5693489
Position Surface form Disambiguated ID Type / Status
Subject Lust, Caution E125480 entity
Predicate screenwriter P2831 FINISHED
Object Hui-Ling Wang
Hui-Ling Wang is a Taiwanese screenwriter best known for co-writing the acclaimed Ang Lee films "Lust, Caution" and "Crouching Tiger, Hidden Dragon."
E539298 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: Hui-Ling Wang | Statement: [Lust, Caution, screenwriter, Hui-Ling Wang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hui-Ling Wang
Context triple: [Lust, Caution, screenwriter, Hui-Ling Wang]
  • A. Zhong-Ying Wang
    Zhong-Ying Wang is a physicist known for collaborative work in theoretical and cosmological physics, including research conducted with Paul Steinhardt.
  • B. Yanluo Wang
    Yanluo Wang is the Chinese deity who presides over the underworld and judges the souls of the dead.
  • 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. Liwen Shao
    Liwen Shao is a brilliant and ambitious Chinese businesswoman and technologist in the Pacific Rim universe, known for her pivotal role in developing advanced Jaeger drone technology.
  • E. Shaoqing Ren
    Shaoqing Ren is a Chinese computer vision researcher best known as a co-developer of deep learning architectures such as ResNet and Faster R-CNN that have significantly advanced image recognition and object detection.
  • 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: Hui-Ling Wang
Triple: [Lust, Caution, screenwriter, Hui-Ling Wang]
Generated description
Hui-Ling Wang is a Taiwanese screenwriter best known for co-writing the acclaimed Ang Lee films "Lust, Caution" and "Crouching Tiger, Hidden Dragon."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hui-Ling Wang
Target entity description: Hui-Ling Wang is a Taiwanese screenwriter best known for co-writing the acclaimed Ang Lee films "Lust, Caution" and "Crouching Tiger, Hidden Dragon."
  • A. Zhong-Ying Wang
    Zhong-Ying Wang is a physicist known for collaborative work in theoretical and cosmological physics, including research conducted with Paul Steinhardt.
  • B. Yanluo Wang
    Yanluo Wang is the Chinese deity who presides over the underworld and judges the souls of the dead.
  • 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. Liwen Shao
    Liwen Shao is a brilliant and ambitious Chinese businesswoman and technologist in the Pacific Rim universe, known for her pivotal role in developing advanced Jaeger drone technology.
  • E. Shaoqing Ren
    Shaoqing Ren is a Chinese computer vision researcher best known as a co-developer of deep learning architectures such as ResNet and Faster R-CNN that have significantly advanced image recognition and object detection.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e7dbe48190850b501f223614e3 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a4f2bfc8190bc56c094f9ae9ce1 completed March 22, 2026, 9:08 p.m.
NEDg Description generation batch_69c05bb76a748190a3b1a289dbd92dee completed March 22, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69c05c498c4c8190bfa3ac17fba2b152 completed March 22, 2026, 9:16 p.m.
Created at: March 22, 2026, 3:44 p.m.