Triple

T2330648
Position Surface form Disambiguated ID Type / Status
Subject Turning Red E48392 entity
Predicate voiceActor P1507 FINISHED
Object Wai Ching Ho
Wai Ching Ho is a Chinese-American actress known for her character roles in film and television, including work in major Hollywood productions and voice acting in animated features.
E256030 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: Wai Ching Ho | Statement: [Turning Red, voiceActor, Wai Ching Ho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wai Ching Ho
Context triple: [Turning Red, voiceActor, Wai Ching Ho]
  • A. Wong Sam Sing
    Wong Sam Sing was the father of pioneering Chinese American film star Anna May Wong and a Chinese immigrant who ran a laundry business in Los Angeles.
  • B. Lai-Sang Young
    Lai-Sang Young is a prominent mathematician known for her influential work in dynamical systems and ergodic theory.
  • C. Lim Jock Hoi
    Lim Jock Hoi is a Bruneian diplomat who served as the 14th Secretary-General of the Association of Southeast Asian Nations (ASEAN).
  • D. Wing Lei
    Wing Lei is an upscale Chinese fine-dining restaurant at Wynn Las Vegas, renowned for its elegant décor and refined Cantonese cuisine.
  • E. Leslie Chow
    Leslie Chow is a wildly eccentric, foul-mouthed, and unpredictable gangster character from The Hangover film series, known for his outrageous antics and chaotic energy.
  • 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: Wai Ching Ho
Triple: [Turning Red, voiceActor, Wai Ching Ho]
Generated description
Wai Ching Ho is a Chinese-American actress known for her character roles in film and television, including work in major Hollywood productions and voice acting in animated features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wai Ching Ho
Target entity description: Wai Ching Ho is a Chinese-American actress known for her character roles in film and television, including work in major Hollywood productions and voice acting in animated features.
  • A. Wong Sam Sing
    Wong Sam Sing was the father of pioneering Chinese American film star Anna May Wong and a Chinese immigrant who ran a laundry business in Los Angeles.
  • B. Lai-Sang Young
    Lai-Sang Young is a prominent mathematician known for her influential work in dynamical systems and ergodic theory.
  • C. Lim Jock Hoi
    Lim Jock Hoi is a Bruneian diplomat who served as the 14th Secretary-General of the Association of Southeast Asian Nations (ASEAN).
  • D. Wing Lei
    Wing Lei is an upscale Chinese fine-dining restaurant at Wynn Las Vegas, renowned for its elegant décor and refined Cantonese cuisine.
  • E. Leslie Chow
    Leslie Chow is a wildly eccentric, foul-mouthed, and unpredictable gangster character from The Hangover film series, known for his outrageous antics and chaotic energy.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc669956881908b8d9784d6a06acf completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae8974ab8c81908ec2bddcc882cf42 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8a084b388190a6d79df8d94b236d completed March 9, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae8a895b6c8190bfd064742e3cc4f8 completed March 9, 2026, 8:53 a.m.
Created at: March 4, 2026, 7:50 p.m.