Triple

T3308623
Position Surface form Disambiguated ID Type / Status
Subject Liang Xiaosheng E69513 entity
Predicate notableWork P4 FINISHED
Object Snowstorm Tonight (《今夜有暴风雪》)
Snowstorm Tonight (《今夜有暴风雪》) is a socially conscious literary work by Chinese writer Liang Xiaosheng that reflects the complexities of contemporary Chinese life and ordinary people's struggles.
 E345800 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: Snowstorm Tonight (《今夜有暴风雪》) | Statement: [Liang Xiaosheng, notableWork, Snowstorm Tonight (《今夜有暴风雪》)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Snowstorm Tonight (《今夜有暴风雪》)
Context triple: [Liang Xiaosheng, notableWork, Snowstorm Tonight (《今夜有暴风雪》)]
  • A. Snowfall
    Snowfall is an American crime drama television series that explores the early days of the crack cocaine epidemic in 1980s Los Angeles.
  • B. Thunder Snow
    Thunder Snow is a prominent Irish-bred Thoroughbred racehorse best known for winning back-to-back Dubai World Cups in 2018 and 2019.
  • C. Let It Snow! Let It Snow! Let It Snow!
    "Let It Snow! Let It Snow! Let It Snow!" is a classic mid-20th-century American Christmas-season pop standard, celebrated for its cheerful lyrics about wintertime romance despite never mentioning Christmas directly.
  • D. The Ice Storm
    The Ice Storm is a 1997 drama film directed by Ang Lee that portrays the emotional disintegration of two suburban Connecticut families during a turbulent Thanksgiving weekend in the 1970s.
  • E. Snow in New York
    "Snow in New York" is a 1902 urban winter scene painting by American Ashcan School artist Robert Henri, depicting a snow-covered New York City street with a realist, atmospheric style.
  • 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: Snowstorm Tonight (《今夜有暴风雪》)
Triple: [Liang Xiaosheng, notableWork, Snowstorm Tonight (《今夜有暴风雪》)]
Generated description
Snowstorm Tonight (《今夜有暴风雪》) is a socially conscious literary work by Chinese writer Liang Xiaosheng that reflects the complexities of contemporary Chinese life and ordinary people's struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Snowstorm Tonight (《今夜有暴风雪》)
Target entity description: Snowstorm Tonight (《今夜有暴风雪》) is a socially conscious literary work by Chinese writer Liang Xiaosheng that reflects the complexities of contemporary Chinese life and ordinary people's struggles.
  • A. Snowfall
    Snowfall is an American crime drama television series that explores the early days of the crack cocaine epidemic in 1980s Los Angeles.
  • B. Thunder Snow
    Thunder Snow is a prominent Irish-bred Thoroughbred racehorse best known for winning back-to-back Dubai World Cups in 2018 and 2019.
  • C. Let It Snow! Let It Snow! Let It Snow!
    "Let It Snow! Let It Snow! Let It Snow!" is a classic mid-20th-century American Christmas-season pop standard, celebrated for its cheerful lyrics about wintertime romance despite never mentioning Christmas directly.
  • D. The Ice Storm
    The Ice Storm is a 1997 drama film directed by Ang Lee that portrays the emotional disintegration of two suburban Connecticut families during a turbulent Thanksgiving weekend in the 1970s.
  • E. Snow in New York
    "Snow in New York" is a 1902 urban winter scene painting by American Ashcan School artist Robert Henri, depicting a snow-covered New York City street with a realist, atmospheric style.
  • 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.