Triple

T7631047
Position Surface form Disambiguated ID Type / Status
Subject Heaven & Earth E172758 entity
Predicate starring P1507 FINISHED
Object Haing S. Ngor
Haing S. Ngor was a Cambodian-American physician-turned-actor and Oscar-winning survivor of the Khmer Rouge best known for his powerful performance in the film "The Killing Fields."
E678374 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: Haing S. Ngor | Statement: [Heaven & Earth, starring, Haing S. Ngor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haing S. Ngor
Context triple: [Heaven & Earth, starring, Haing S. Ngor]
  • A. Wayne Wang
    Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
  • B. Tran Anh Hung
    Tran Anh Hung is a Vietnamese-French film director acclaimed for his visually poetic, contemplative dramas such as "The Scent of Green Papaya" and "Cyclo."
  • C. Om Puri
    Om Puri was a renowned Indian actor celebrated for his powerful performances in both parallel and mainstream cinema, as well as notable roles in international films.
  • D. Son Kee-chung
    Son Kee-chung was a Korean marathon runner who won the gold medal at the 1936 Berlin Olympics while competing under the Japanese name Son Kitei during Japan’s colonial rule over Korea.
  • E. Ang Lee
    Ang Lee is a Taiwanese-born film director acclaimed for his visually inventive and emotionally nuanced movies, including "Crouching Tiger, Hidden Dragon," "Brokeback Mountain," and "Life of Pi."
  • 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: Haing S. Ngor
Triple: [Heaven & Earth, starring, Haing S. Ngor]
Generated description
Haing S. Ngor was a Cambodian-American physician-turned-actor and Oscar-winning survivor of the Khmer Rouge best known for his powerful performance in the film "The Killing Fields."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haing S. Ngor
Target entity description: Haing S. Ngor was a Cambodian-American physician-turned-actor and Oscar-winning survivor of the Khmer Rouge best known for his powerful performance in the film "The Killing Fields."
  • A. Wayne Wang
    Wayne Wang is a pioneering Chinese American filmmaker best known for directing influential cross-cultural dramas such as "Chan Is Missing" and "The Joy Luck Club."
  • B. Tran Anh Hung
    Tran Anh Hung is a Vietnamese-French film director acclaimed for his visually poetic, contemplative dramas such as "The Scent of Green Papaya" and "Cyclo."
  • C. Om Puri
    Om Puri was a renowned Indian actor celebrated for his powerful performances in both parallel and mainstream cinema, as well as notable roles in international films.
  • D. Son Kee-chung
    Son Kee-chung was a Korean marathon runner who won the gold medal at the 1936 Berlin Olympics while competing under the Japanese name Son Kitei during Japan’s colonial rule over Korea.
  • E. Ang Lee
    Ang Lee is a Taiwanese-born film director acclaimed for his visually inventive and emotionally nuanced movies, including "Crouching Tiger, Hidden Dragon," "Brokeback Mountain," and "Life of Pi."
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa85c57c8190acfd33e0c890c2f9 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870b3984c8190b16a49415556a27d completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c871945b8c8190a49d4abaca553668 completed March 29, 2026, 12:25 a.m.
NED2 Entity disambiguation (via description) batch_69c871f6cc5881909a0c65beaf713144 completed March 29, 2026, 12:27 a.m.
Created at: March 27, 2026, 3:56 p.m.