Triple

T10091639
Position Surface form Disambiguated ID Type / Status
Subject Paul Engle E215356 entity
Predicate spouse P13 FINISHED
Object Hualing Nieh Engle
Hualing Nieh Engle is a Chinese-born American writer, editor, and co-founder of the University of Iowa’s International Writing Program, known for her influential role in promoting global literary exchange.
 E840987 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: Hualing Nieh Engle | Statement: [Paul Engle, spouse, Hualing Nieh Engle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hualing Nieh Engle
Context triple: [Paul Engle, spouse, Hualing Nieh Engle]
  • A. Nancy Hsueh
    Nancy Hsueh was an American actress of Chinese descent known for her film and television roles in the 1960s and 1970s, including appearances in works that explored Asian American identity.
  • B. Eileen Loo
    Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
  • C. Constance Yu-Hwa Chung
    Constance Yu-Hwa "Connie" Chung is an American television journalist and news anchor known for her work on major U.S. networks including CBS, NBC, ABC, CNN, and MSNBC.
  • D. Eugenia Yuan
    Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
  • E. Tinglan Hong
    Tinglan Hong is a Chinese-born former London restaurant hostess best known as the mother of Hugh Grant’s daughter Tabitha and son Felix.
  • 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: Hualing Nieh Engle
Triple: [Paul Engle, spouse, Hualing Nieh Engle]
Generated description
Hualing Nieh Engle is a Chinese-born American writer, editor, and co-founder of the University of Iowa’s International Writing Program, known for her influential role in promoting global literary exchange.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hualing Nieh Engle
Target entity description: Hualing Nieh Engle is a Chinese-born American writer, editor, and co-founder of the University of Iowa’s International Writing Program, known for her influential role in promoting global literary exchange.
  • A. Nancy Hsueh
    Nancy Hsueh was an American actress of Chinese descent known for her film and television roles in the 1960s and 1970s, including appearances in works that explored Asian American identity.
  • B. Eileen Loo
    Eileen Loo was the wife of renowned Chinese-American architect I. M. Pei and a supportive partner throughout his celebrated career.
  • C. Constance Yu-Hwa Chung
    Constance Yu-Hwa "Connie" Chung is an American television journalist and news anchor known for her work on major U.S. networks including CBS, NBC, ABC, CNN, and MSNBC.
  • D. Eugenia Yuan
    Eugenia Yuan is a Hong Kong–born American actress and former rhythmic gymnast known for her roles in international martial arts and drama films.
  • E. Tinglan Hong
    Tinglan Hong is a Chinese-born former London restaurant hostess best known as the mother of Hugh Grant’s daughter Tabitha and son Felix.
  • 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05aa02081908fba02e7085c6d7c completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6a587e0819093f38d5e69db43ec completed April 5, 2026, 7:23 p.m.
NEDg Description generation batch_69d2b7901ea08190a48e984356bd3d71 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b8813f9c8190a85462efb7a0a517 completed April 5, 2026, 7:31 p.m.
Created at: March 30, 2026, 9:01 p.m.