Triple

T3308622
Position Surface form Disambiguated ID Type / Status
Subject Liang Xiaosheng E69513 entity
Predicate notableWork P4 FINISHED
Object Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)
Yearning (《今夜有暴风雪》, associated TV drama 《渴望》) is a highly influential Chinese realist novel and its adapted television series that portray the emotional lives and social changes experienced by ordinary people in the post-Cultural Revolution era.
 E345799 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: Yearning (《今夜有暴风雪》, associated TV drama 《渴望》) | Statement: [Liang Xiaosheng, notableWork, Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)
Context triple: [Liang Xiaosheng, notableWork, Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)]
  • A. Different Seasons
    Different Seasons is a 1982 collection of four novellas by Stephen King, notable for including the stories that inspired the films The Shawshank Redemption, Stand by Me, and Apt Pupil.
  • B. Seventeen Moments of Spring (1973 TV series)
    Seventeen Moments of Spring is a 1973 Soviet television spy drama miniseries about a deep-cover agent operating in Nazi Germany during the final months of World War II.
  • C. Doctor Zhivago (2002 TV serial)
    Doctor Zhivago (2002 TV serial) is a British television drama adaptation of Boris Pasternak’s novel, starring Hans Matheson and Keira Knightley and depicting a love story set against the turmoil of the Russian Revolution.
  • D. El Deseo
    El Deseo is a Spanish film production company founded by Pedro Almodóvar and his brother Agustín, known for producing many of Almodóvar’s acclaimed movies.
  • E. Ordinary World
    "Ordinary World" is a song by Green Day from their 2016 album *Revolution Radio*, known for its reflective, melodic style and introspective lyrics.
  • 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: Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)
Triple: [Liang Xiaosheng, notableWork, Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)]
Generated description
Yearning (《今夜有暴风雪》, associated TV drama 《渴望》) is a highly influential Chinese realist novel and its adapted television series that portray the emotional lives and social changes experienced by ordinary people in the post-Cultural Revolution era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yearning (《今夜有暴风雪》, associated TV drama 《渴望》)
Target entity description: Yearning (《今夜有暴风雪》, associated TV drama 《渴望》) is a highly influential Chinese realist novel and its adapted television series that portray the emotional lives and social changes experienced by ordinary people in the post-Cultural Revolution era.
  • A. Different Seasons
    Different Seasons is a 1982 collection of four novellas by Stephen King, notable for including the stories that inspired the films The Shawshank Redemption, Stand by Me, and Apt Pupil.
  • B. Seventeen Moments of Spring (1973 TV series)
    Seventeen Moments of Spring is a 1973 Soviet television spy drama miniseries about a deep-cover agent operating in Nazi Germany during the final months of World War II.
  • C. Doctor Zhivago (2002 TV serial)
    Doctor Zhivago (2002 TV serial) is a British television drama adaptation of Boris Pasternak’s novel, starring Hans Matheson and Keira Knightley and depicting a love story set against the turmoil of the Russian Revolution.
  • D. El Deseo
    El Deseo is a Spanish film production company founded by Pedro Almodóvar and his brother Agustín, known for producing many of Almodóvar’s acclaimed movies.
  • E. Ordinary World
    "Ordinary World" is a song by Green Day from their 2016 album *Revolution Radio*, known for its reflective, melodic style and introspective lyrics.
  • 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_69ad859f218081909458d2cebbf57565 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0e9f33c81909cff835a83e0a657 completed March 8, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3edc0c081908a7f5c02fe18584b completed March 12, 2026, 5:12 p.m.
NEDg Description generation batch_69b2fa2ba81c8190bc86a855c59b7c2f completed March 12, 2026, 5:38 p.m.
NED2 Entity disambiguation (via description) batch_69b303a4cb4481908b56ee60765b5fac completed March 12, 2026, 6:19 p.m.
Created at: March 8, 2026, 3:11 p.m.