Triple

T9888903
Position Surface form Disambiguated ID Type / Status
Subject Children of Troubled Times E181406 entity
Predicate productionCompany P490 FINISHED
Object Lianhua Film Company
Lianhua Film Company was a prominent Chinese film studio of the 1930s, known for its left-leaning, socially conscious productions that helped shape early Chinese cinema.
E827482 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: Lianhua Film Company | Statement: [Children of Troubled Times, productionCompany, Lianhua Film Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lianhua Film Company
Context triple: [Children of Troubled Times, productionCompany, Lianhua Film Company]
  • A. China Film Co., Ltd.
    China Film Co., Ltd. is a major Chinese state-owned film company involved in the production, distribution, and import/export of domestic and international movies.
  • B. Shanghai Film Studio
    Shanghai Film Studio is a major Chinese film production complex in Shanghai known for its large backlots, historical sets, and role in both domestic and international filmmaking.
  • C. Shaw Brothers Studio
    Shaw Brothers Studio was a pioneering and highly influential Hong Kong film production company best known for its classic martial arts and genre films that helped define Hong Kong cinema from the 1950s to the 1980s.
  • D. Mandarin Films
    Mandarin Films is a film production company known for financing and producing international feature films such as the World War II drama "Enemy at the Gates."
  • E. Changchun Film Studio
    Changchun Film Studio is one of China’s oldest and most influential film production bases, known as a cradle of the country’s modern film industry and a popular film-themed tourist attraction.
  • 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: Lianhua Film Company
Triple: [Children of Troubled Times, productionCompany, Lianhua Film Company]
Generated description
Lianhua Film Company was a prominent Chinese film studio of the 1930s, known for its left-leaning, socially conscious productions that helped shape early Chinese cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lianhua Film Company
Target entity description: Lianhua Film Company was a prominent Chinese film studio of the 1930s, known for its left-leaning, socially conscious productions that helped shape early Chinese cinema.
  • A. China Film Co., Ltd.
    China Film Co., Ltd. is a major Chinese state-owned film company involved in the production, distribution, and import/export of domestic and international movies.
  • B. Shanghai Film Studio
    Shanghai Film Studio is a major Chinese film production complex in Shanghai known for its large backlots, historical sets, and role in both domestic and international filmmaking.
  • C. Shaw Brothers Studio
    Shaw Brothers Studio was a pioneering and highly influential Hong Kong film production company best known for its classic martial arts and genre films that helped define Hong Kong cinema from the 1950s to the 1980s.
  • D. Mandarin Films
    Mandarin Films is a film production company known for financing and producing international feature films such as the World War II drama "Enemy at the Gates."
  • E. Changchun Film Studio
    Changchun Film Studio is one of China’s oldest and most influential film production bases, known as a cradle of the country’s modern film industry and a popular film-themed tourist attraction.
  • 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_69ca8283a6708190801af7a25a7ebb9f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb47be2988190811a99dc56ae542a completed April 2, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb0314108190b35906592a11727e completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1ebec25508190ac4c0adb629f79b0 completed April 5, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec65d5e881909e4caa180b0f8867 completed April 5, 2026, 5 a.m.
Created at: March 30, 2026, 8:39 p.m.