Triple

T11338169
Position Surface form Disambiguated ID Type / Status
Subject Cindy Cheung E268524 entity
Predicate spouse P13 FINISHED
Object Ed Lin
Ed Lin is a Taiwanese-American novelist and short story writer best known for his crime and mystery fiction set in Asian American communities.
E919868 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: Ed Lin | Statement: [Cindy Cheung, spouse, Ed Lin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Lin
Context triple: [Cindy Cheung, spouse, Ed Lin]
  • A. Leinil Francis Yu
    Leinil Francis Yu is a Filipino comic book artist renowned for his dynamic work on major Marvel titles such as "Secret Invasion," "Avengers," and "X-Men."
  • B. Daren Tang
    Daren Tang is a Singaporean lawyer and intellectual property expert who serves as the Director General of the World Intellectual Property Organization (WIPO).
  • C. Joseph Lin
    Joseph Lin is a Taiwanese-American professional basketball player and the younger brother of NBA guard Jeremy Lin.
  • D. Alex D. Linz
    Alex D. Linz is an American former child actor best known for starring in "Home Alone 3" and voicing young Tarzan in Disney's animated film "Tarzan" (1999).
  • E. Ken Kao
    Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
  • 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: Ed Lin
Triple: [Cindy Cheung, spouse, Ed Lin]
Generated description
Ed Lin is a Taiwanese-American novelist and short story writer best known for his crime and mystery fiction set in Asian American communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Lin
Target entity description: Ed Lin is a Taiwanese-American novelist and short story writer best known for his crime and mystery fiction set in Asian American communities.
  • A. Leinil Francis Yu
    Leinil Francis Yu is a Filipino comic book artist renowned for his dynamic work on major Marvel titles such as "Secret Invasion," "Avengers," and "X-Men."
  • B. Daren Tang
    Daren Tang is a Singaporean lawyer and intellectual property expert who serves as the Director General of the World Intellectual Property Organization (WIPO).
  • C. Joseph Lin
    Joseph Lin is a Taiwanese-American professional basketball player and the younger brother of NBA guard Jeremy Lin.
  • D. Alex D. Linz
    Alex D. Linz is an American former child actor best known for starring in "Home Alone 3" and voicing young Tarzan in Disney's animated film "Tarzan" (1999).
  • E. Ken Kao
    Ken Kao is an American film producer known for backing a range of independent and auteur-driven projects.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea008b5081908e6c6c6fc29ef936 completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5432abfd081909d1bbf6460643fb9 completed April 19, 2026, 9:03 p.m.
NEDg Description generation batch_69e5474879088190990468d960b26739 completed April 19, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69e54eccdd3881908536ee3f9f4ef516 completed April 19, 2026, 9:53 p.m.
Created at: April 8, 2026, 9:33 p.m.