Triple

T14720565
Position Surface form Disambiguated ID Type / Status
Subject Snowstorm Tonight E345800 entity
Predicate authorNameInChinese P59722 FINISHED
Object 梁晓声
梁晓声是一位以现实主义风格和对社会底层小人物的细腻描写著称的中国当代作家与学者。
E1115555 NE FINISHED

How this triple was built (5 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: 梁晓声 | Statement: [Snowstorm Tonight, authorNameInChinese, 梁晓声]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 梁晓声
Context triple: [Snowstorm Tonight, authorNameInChinese, 梁晓声]
  • A. 柳宗悦
    柳宗悦は、日本の民藝運動を提唱し、無名の職人による日常の工芸品に美を見いだした思想家・美術評論家です。
  • B. Liu Qing
    Liu Qing is a prominent Chinese business executive best known as the president of ride-hailing giant Didi Chuxing and as the daughter of Lenovo founder Liu Chuanzhi.
  • C. Ha Jin
    Ha Jin is a Chinese American novelist and poet renowned for his works exploring the Cultural Revolution and immigrant experiences, including the National Book Award–winning novel "Waiting."
  • D. Jiang Rong
    Jiang Rong is a Chinese writer best known for his semi-autobiographical novel "Wolf Totem," which explores the culture of the Mongolian grasslands and the tension between tradition and modernization.
  • E. Xie Jin
    Xie Jin was a prominent Ming dynasty scholar-official and literary figure best known for leading the compilation of the vast Yongle Encyclopedia.
  • 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: 梁晓声
Triple: [Snowstorm Tonight, authorNameInChinese, 梁晓声]
Generated description
梁晓声是一位以现实主义风格和对社会底层小人物的细腻描写著称的中国当代作家与学者。
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 梁晓声
Target entity description: 梁晓声是一位以现实主义风格和对社会底层小人物的细腻描写著称的中国当代作家与学者。
  • A. 柳宗悦
    柳宗悦は、日本の民藝運動を提唱し、無名の職人による日常の工芸品に美を見いだした思想家・美術評論家です。
  • B. Liu Qing
    Liu Qing is a prominent Chinese business executive best known as the president of ride-hailing giant Didi Chuxing and as the daughter of Lenovo founder Liu Chuanzhi.
  • C. Ha Jin
    Ha Jin is a Chinese American novelist and poet renowned for his works exploring the Cultural Revolution and immigrant experiences, including the National Book Award–winning novel "Waiting."
  • D. Jiang Rong
    Jiang Rong is a Chinese writer best known for his semi-autobiographical novel "Wolf Totem," which explores the culture of the Mongolian grasslands and the tension between tradition and modernization.
  • E. Xie Jin
    Xie Jin was a prominent Ming dynasty scholar-official and literary figure best known for leading the compilation of the vast Yongle Encyclopedia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: authorNameInChinese
Context triple: [Snowstorm Tonight, authorNameInChinese, 梁晓声]
  • A. authorName
    Indicates the name associated with the person or entity that authored a given work or resource.
  • B. authorOfNamesFor
    Indicates that one entity is the creator or originator of the names assigned to another entity or set of entities.
  • C. authorTitle
    Indicates that a person is the creator or writer of a work that bears the specified title.
  • D. authorTraditionallyAscribedTo
    Indicates that authorship of a work is customarily or historically attributed to an entity, even if definitive proof of authorship may be uncertain or disputed.
  • E. authorNameVariant chosen
    Indicates that an entity has an alternative or variant form of its author name, such as different spellings, transliterations, or name formats.
  • F. None of above.

Provenance (6 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb98823408190b4b58a4c4a3fa3a3 completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0957bb081908f1f382f3be8ec20 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf440a03c8190886119ab3c8ab610 completed May 8, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69fdf4f2acbc8190b51ee456093a2813 completed May 8, 2026, 2:36 p.m.
PD Predicate disambiguation batch_69de657e174481909da0437556334a04 completed April 14, 2026, 4:04 p.m.
Created at: April 10, 2026, 1:29 a.m.