Triple

T5986948
Position Surface form Disambiguated ID Type / Status
Subject David Henry Hwang E133251 entity
Predicate familyName P18 FINISHED
Object Hwang
Hwang is a surname most prominently associated with David Henry Hwang, the acclaimed American playwright known for works exploring Asian American identity and cross-cultural themes.
 E560077 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: Hwang | Statement: [David Henry Hwang, familyName, Hwang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hwang
Context triple: [David Henry Hwang, familyName, Hwang]
  • A. In-hwoi
    In-hwoi is the given name of Koo In-hwoi, the South Korean entrepreneur who founded the LG Group conglomerate.
  • B. Kwanghun Chung
    Kwanghun Chung is a neuroscientist and bioengineer known for pioneering advanced tissue-clearing and imaging techniques that enable high-resolution, three-dimensional visualization of biological tissues.
  • C. Euisun Chung
    Euisun Chung is a South Korean business executive who serves as the chairman of Hyundai Motor Group, overseeing the global automotive and mobility conglomerate’s strategic direction and innovation.
  • D. Soo-Yung Han
    Soo-Yung Han is the young daughter of a Chinese consul whose kidnapping repeatedly drives the central plot and emotional stakes of the Rush Hour film series.
  • E. Hwang In-ho
    Hwang In-ho is a mysterious character in the South Korean series "Squid Game," known as the Front Man and the missing brother of police officer Hwang Jun-ho.
  • 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: Hwang
Triple: [David Henry Hwang, familyName, Hwang]
Generated description
Hwang is a surname most prominently associated with David Henry Hwang, the acclaimed American playwright known for works exploring Asian American identity and cross-cultural themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hwang
Target entity description: Hwang is a surname most prominently associated with David Henry Hwang, the acclaimed American playwright known for works exploring Asian American identity and cross-cultural themes.
  • A. In-hwoi
    In-hwoi is the given name of Koo In-hwoi, the South Korean entrepreneur who founded the LG Group conglomerate.
  • B. Kwanghun Chung
    Kwanghun Chung is a neuroscientist and bioengineer known for pioneering advanced tissue-clearing and imaging techniques that enable high-resolution, three-dimensional visualization of biological tissues.
  • C. Euisun Chung
    Euisun Chung is a South Korean business executive who serves as the chairman of Hyundai Motor Group, overseeing the global automotive and mobility conglomerate’s strategic direction and innovation.
  • D. Soo-Yung Han
    Soo-Yung Han is the young daughter of a Chinese consul whose kidnapping repeatedly drives the central plot and emotional stakes of the Rush Hour film series.
  • E. Hwang In-ho
    Hwang In-ho is a mysterious character in the South Korean series "Squid Game," known as the Front Man and the missing brother of police officer Hwang Jun-ho.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc38a308190a368c5c787a5fc64 completed March 22, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e42a0fcc8190ab8d7f797b58a8e0 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f6e214748190a8e9452353853da4 completed March 23, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69c0f74c175c81909d4414ca34fa85dd completed March 23, 2026, 8:18 a.m.
Created at: March 22, 2026, 4:04 p.m.