Triple

T5893019
Position Surface form Disambiguated ID Type / Status
Subject Anastasia E131034 entity
Predicate costumeDesigner P184 FINISHED
Object Linda Cho
Linda Cho is a Tony Award–winning costume designer known for her work on major Broadway productions and other theatrical performances.
 E561358 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: Linda Cho | Statement: [Anastasia, costumeDesigner, Linda Cho]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Linda Cho
Context triple: [Anastasia, costumeDesigner, Linda Cho]
  • A. Margaret Chung
    Margaret Chung was a pioneering Chinese American physician and surgeon, widely regarded as the first Chinese American woman doctor in the United States and known for her influential role in supporting U.S. military personnel during World War II.
  • B. Karen Kwan
    Karen Kwan is an American figure skater and the older sister of Olympic medalist Michelle Kwan.
  • C. Connie Chung
    Connie Chung is an American broadcast journalist and television news anchor known for her work on major U.S. networks and high-profile interviews.
  • D. Patricia Chin
    Patricia Chin is a pioneering Jamaican music producer and entrepreneur best known as the co-founder of the influential reggae and dancehall label VP Records.
  • E. Eileen Loo
    Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
  • 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: Linda Cho
Triple: [Anastasia, costumeDesigner, Linda Cho]
Generated description
Linda Cho is a Tony Award–winning costume designer known for her work on major Broadway productions and other theatrical performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Linda Cho
Target entity description: Linda Cho is a Tony Award–winning costume designer known for her work on major Broadway productions and other theatrical performances.
  • A. Margaret Chung
    Margaret Chung was a pioneering Chinese American physician and surgeon, widely regarded as the first Chinese American woman doctor in the United States and known for her influential role in supporting U.S. military personnel during World War II.
  • B. Karen Kwan
    Karen Kwan is an American figure skater and the older sister of Olympic medalist Michelle Kwan.
  • C. Connie Chung
    Connie Chung is an American broadcast journalist and television news anchor known for her work on major U.S. networks and high-profile interviews.
  • D. Patricia Chin
    Patricia Chin is a pioneering Jamaican music producer and entrepreneur best known as the co-founder of the influential reggae and dancehall label VP Records.
  • E. Eileen Loo
    Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
  • 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_69c00857439c819095950754176aa58a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c036b5c68481909fdcba428238c74d completed March 22, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108039acc8190a5ce23412f1a359c completed March 23, 2026, 9:29 a.m.
NEDg Description generation batch_69c10a9b2ac081909370041dc9d9fc9b completed March 23, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69c10b85193c81908a0c7a7c26a11991 completed March 23, 2026, 9:44 a.m.
Created at: March 22, 2026, 3:58 p.m.