Triple

T6889430
Position Surface form Disambiguated ID Type / Status
Subject The Abyss E159007 entity
Predicate producer P490 FINISHED
Object Van Ling
Van Ling is a visual effects artist and producer known for his work on major science fiction films, including collaborations with director James Cameron.
 E625757 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: Van Ling | Statement: [The Abyss, producer, Van Ling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Van Ling
Context triple: [The Abyss, producer, Van Ling]
  • A. Yolande Ngo Thi Hoang Lien
    Yolande Ngo Thi Hoang Lien is best known as the wife of South African writer and anti-apartheid activist Breyten Breytenbach.
  • B. Nguyen Thi Binh
    Nguyen Thi Binh is a Vietnamese revolutionary and diplomat who served as the chief negotiator for the Viet Cong at the Paris Peace Accords and later became Vietnam’s vice president.
  • C. Yang Kuei-mei
    Yang Kuei-mei is a Taiwanese actress known for her acclaimed performances in art-house and independent films, particularly in collaborations with director Ang Lee.
  • D. Mao Anhong
    Mao Anhong is a lesser-known son of Chinese Communist leader Mao Zedong and a member of the Mao family.
  • E. Dang Bich Ha
    Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
  • 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: Van Ling
Triple: [The Abyss, producer, Van Ling]
Generated description
Van Ling is a visual effects artist and producer known for his work on major science fiction films, including collaborations with director James Cameron.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Van Ling
Target entity description: Van Ling is a visual effects artist and producer known for his work on major science fiction films, including collaborations with director James Cameron.
  • A. Yolande Ngo Thi Hoang Lien
    Yolande Ngo Thi Hoang Lien is best known as the wife of South African writer and anti-apartheid activist Breyten Breytenbach.
  • B. Nguyen Thi Binh
    Nguyen Thi Binh is a Vietnamese revolutionary and diplomat who served as the chief negotiator for the Viet Cong at the Paris Peace Accords and later became Vietnam’s vice president.
  • C. Yang Kuei-mei
    Yang Kuei-mei is a Taiwanese actress known for her acclaimed performances in art-house and independent films, particularly in collaborations with director Ang Lee.
  • D. Mao Anhong
    Mao Anhong is a lesser-known son of Chinese Communist leader Mao Zedong and a member of the Mao family.
  • E. Dang Bich Ha
    Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d9117c84819093dad7b765337b63 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742e71bcc81908231a861be47b7db completed March 28, 2026, 2:54 a.m.
NEDg Description generation batch_69c744036378819083a3be5c50b189b2 completed March 28, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69c744eb1cf88190aaf90198d04d4500 completed March 28, 2026, 3:03 a.m.
Created at: March 27, 2026, 2:23 p.m.