Triple

T1606828
Position Surface form Disambiguated ID Type / Status
Subject Jake Pentecost E34523 entity
Predicate ally P4662 FINISHED
Object 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.
E184832 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: Liwen Shao | Statement: [Jake Pentecost, ally, Liwen Shao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liwen Shao
Context triple: [Jake Pentecost, ally, Liwen Shao]
  • A. 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.
  • B. Langche Zeng
    Langche Zeng is a political scientist and quantitative methodologist known for his collaborative work with Gary King on statistical methods in social science research.
  • C. Guochuan Lai
    Guochuan Lai is a Chinese businessman best known for his ownership of English football club West Bromwich Albion.
  • D. Yao Chen
    Yao Chen is a prominent Chinese actress and philanthropist known for her influential social media presence and advocacy on social issues.
  • E. Wei Hai Wei
    Wei Hai Wei was a former British-leased naval base and port on the northeastern coast of China, held from the late 19th to early 20th century as part of Britain’s Asian colonial presence.
  • 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: Liwen Shao
Triple: [Jake Pentecost, ally, Liwen Shao]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liwen Shao
Target entity description: 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.
  • A. 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.
  • B. Langche Zeng
    Langche Zeng is a political scientist and quantitative methodologist known for his collaborative work with Gary King on statistical methods in social science research.
  • C. Guochuan Lai
    Guochuan Lai is a Chinese businessman best known for his ownership of English football club West Bromwich Albion.
  • D. Yao Chen
    Yao Chen is a prominent Chinese actress and philanthropist known for her influential social media presence and advocacy on social issues.
  • E. Wei Hai Wei
    Wei Hai Wei was a former British-leased naval base and port on the northeastern coast of China, held from the late 19th to early 20th century as part of Britain’s Asian colonial presence.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096b8a788190bd3ca395c32ccf25 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad58c42c6c8190b245c3434e6bbcf8 completed March 8, 2026, 11:08 a.m.
NEDg Description generation batch_69ad5a7f592881909b8fd45444e6d715 completed March 8, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ad5b64a1f0819087338ee504f70f5c completed March 8, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:28 p.m.