Triple

T17024295
Position Surface form Disambiguated ID Type / Status
Subject Police Story E413023 entity
Predicate producedBy P490 FINISHED
Object Leonard Ho
Leonard Ho was a prominent Hong Kong film producer and co-founder of Golden Harvest, known for backing major action stars and influential martial arts films.
E1245663 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: Leonard Ho | Statement: [Police Story, producedBy, Leonard Ho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Ho
Context triple: [Police Story, producedBy, Leonard Ho]
  • A. John M. Y. Lee
    John M. Y. Lee is an American architect known for designing major civic and institutional buildings, including the Thurgood Marshall Federal Judiciary Building in Washington, D.C.
  • B. George K. T. Hau
    George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
  • C. Leonard Wu
    Leonard Wu is an American actor known for his roles in film and television, including a notable appearance in the thriller "While She Was Out."
  • D. Stanley Tang
    Stanley Tang is a technology entrepreneur best known as a co-founder of the food delivery platform DoorDash.
  • E. Lawrence Chu
    Lawrence Chu is a Chinese-American chef and restaurateur best known as the father of film director Jon M. Chu.
  • 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: Leonard Ho
Triple: [Police Story, producedBy, Leonard Ho]
Generated description
Leonard Ho was a prominent Hong Kong film producer and co-founder of Golden Harvest, known for backing major action stars and influential martial arts films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard Ho
Target entity description: Leonard Ho was a prominent Hong Kong film producer and co-founder of Golden Harvest, known for backing major action stars and influential martial arts films.
  • A. John M. Y. Lee
    John M. Y. Lee is an American architect known for designing major civic and institutional buildings, including the Thurgood Marshall Federal Judiciary Building in Washington, D.C.
  • B. George K. T. Hau
    George K. T. Hau is an astronomer known for his work on nearby galaxies, including the discovery of the dwarf spheroidal galaxy Andromeda VI.
  • C. Leonard Wu
    Leonard Wu is an American actor known for his roles in film and television, including a notable appearance in the thriller "While She Was Out."
  • D. Stanley Tang
    Stanley Tang is a technology entrepreneur best known as a co-founder of the food delivery platform DoorDash.
  • E. Lawrence Chu
    Lawrence Chu is a Chinese-American chef and restaurateur best known as the father of film director Jon M. Chu.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d5d371148190a60d32a72abec09a completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b514de481909c78c17a3014b468 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011c021e1c819098e04b1cbaf33ecd completed May 11, 2026, midnight
NED2 Entity disambiguation (via description) batch_6a011c8afb608190b51c7a4c9ccaa0a5 completed May 11, 2026, 12:02 a.m.
Created at: April 10, 2026, 5:33 a.m.