Triple

T17025386
Position Surface form Disambiguated ID Type / Status
Subject Love Battlefield E413051 entity
Predicate starring P1507 FINISHED
Object Niki Chow
Niki Chow is a Hong Kong actress and singer known for her roles in television dramas and films, as well as her work in Cantopop music.
E1247770 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: Niki Chow | Statement: [Love Battlefield, starring, Niki Chow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niki Chow
Context triple: [Love Battlefield, starring, Niki Chow]
  • A. Nikki Chooi
    Nikki Chooi is a Canadian violinist acclaimed for his solo, chamber, and orchestral performances, including roles as concertmaster and ensemble member.
  • B. Niki Yang
    Niki Yang is a South Korean-American voice actress, animator, and storyboard artist best known for voicing characters like BMO and Lady Rainicorn on the animated series "Adventure Time."
  • C. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • D. Leanne Wong
    Leanne Wong is an American artistic gymnast and Olympian known for competing for the University of Florida Gators and representing the United States at major international competitions.
  • E. Yvonne Chu
    Yvonne Chu is the wife of Nobel Prize–winning physicist and former U.S. Secretary of Energy Steven 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: Niki Chow
Triple: [Love Battlefield, starring, Niki Chow]
Generated description
Niki Chow is a Hong Kong actress and singer known for her roles in television dramas and films, as well as her work in Cantopop music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niki Chow
Target entity description: Niki Chow is a Hong Kong actress and singer known for her roles in television dramas and films, as well as her work in Cantopop music.
  • A. Nikki Chooi
    Nikki Chooi is a Canadian violinist acclaimed for his solo, chamber, and orchestral performances, including roles as concertmaster and ensemble member.
  • B. Niki Yang
    Niki Yang is a South Korean-American voice actress, animator, and storyboard artist best known for voicing characters like BMO and Lady Rainicorn on the animated series "Adventure Time."
  • C. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • D. Leanne Wong
    Leanne Wong is an American artistic gymnast and Olympian known for competing for the University of Florida Gators and representing the United States at major international competitions.
  • E. Yvonne Chu
    Yvonne Chu is the wife of Nobel Prize–winning physicist and former U.S. Secretary of Energy Steven 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_69e3d5d46a5081908bc5681621dd8534 completed April 18, 2026, 7:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012334c3b48190b125ab926450c45b completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a0125420bd08190b969849a206a67d1 completed May 11, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0125c7c4f48190b570dabd341b1ef1 completed May 11, 2026, 12:41 a.m.
Created at: April 10, 2026, 5:33 a.m.