Triple

T17025836
Position Surface form Disambiguated ID Type / Status
Subject Pedicab Driver E413060 entity
Predicate starring P1507 FINISHED
Object Lydia Shum
Lydia Shum was a beloved Hong Kong comedian, actress, and television host known for her trademark big glasses, curly hair, and exuberant personality.
 E1270312 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: Lydia Shum | Statement: [Pedicab Driver, starring, Lydia Shum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lydia Shum
Context triple: [Pedicab Driver, starring, Lydia Shum]
  • A. Vivian Shing
    Vivian Shing is the young Chinese-American surgeon at the heart of the romantic comedy-drama film "Saving Face," navigating cultural expectations, family pressures, and her own sexuality.
  • B. Cindy Cheung
    Cindy Cheung is an American actress known for her work in independent films and television, often appearing in character-driven dramas and comedies.
  • C. Vivian Chow
    Vivian Chow is a Hong Kong Cantopop singer and actress who rose to fame in the late 1980s and 1990s and became known as one of the era’s most popular idols.
  • D. Miriam Yeung
    Miriam Yeung is a prominent Hong Kong Cantopop singer and actress known for her hit ballads and successful film roles.
  • E. Shirley Chan
    Shirley Chan is a cinematographer best known for her work on the independent crime-drama film "Better Luck Tomorrow."
  • 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: Lydia Shum
Triple: [Pedicab Driver, starring, Lydia Shum]
Generated description
Lydia Shum was a beloved Hong Kong comedian, actress, and television host known for her trademark big glasses, curly hair, and exuberant personality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lydia Shum
Target entity description: Lydia Shum was a beloved Hong Kong comedian, actress, and television host known for her trademark big glasses, curly hair, and exuberant personality.
  • A. Vivian Shing
    Vivian Shing is the young Chinese-American surgeon at the heart of the romantic comedy-drama film "Saving Face," navigating cultural expectations, family pressures, and her own sexuality.
  • B. Cindy Cheung
    Cindy Cheung is an American actress known for her work in independent films and television, often appearing in character-driven dramas and comedies.
  • C. Vivian Chow
    Vivian Chow is a Hong Kong Cantopop singer and actress who rose to fame in the late 1980s and 1990s and became known as one of the era’s most popular idols.
  • D. Miriam Yeung
    Miriam Yeung is a prominent Hong Kong Cantopop singer and actress known for her hit ballads and successful film roles.
  • E. Shirley Chan
    Shirley Chan is a cinematographer best known for her work on the independent crime-drama film "Better Luck Tomorrow."
  • 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_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01b80d3a3081908a255a40bd7a72a0 completed May 11, 2026, 11:05 a.m.
NEDg Description generation batch_6a01b8ebb5ac8190a98fcaba61c45955 completed May 11, 2026, 11:09 a.m.
NED2 Entity disambiguation (via description) batch_6a01b9676d54819098315611857dd6ea completed May 11, 2026, 11:11 a.m.
Created at: April 10, 2026, 5:33 a.m.