Triple

T10034162
Position Surface form Disambiguated ID Type / Status
Subject Viet Thanh Nguyen E204920 entity
Predicate spouse P13 FINISHED
Object Lan Duong
Lan Duong is a Vietnamese American scholar and writer known for her work on Southeast Asian and Vietnamese diasporic literature, film, and cultural studies.
E836777 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: Lan Duong | Statement: [Viet Thanh Nguyen, spouse, Lan Duong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lan Duong
Context triple: [Viet Thanh Nguyen, spouse, Lan Duong]
  • A. Xuan Truong
    Xuan Truong is a township in Nam Định Province, Vietnam, serving as the administrative and economic center of Xuan Truong District.
  • B. Bru-Van Kieu
    The Bru-Van Kieu are an ethnic minority group in Vietnam, known for their distinct Mon–Khmer language, upland agriculture, and rich traditional culture in the central mountainous regions.
  • C. Duong Dong
    Duong Dong is the main town and commercial center of Phu Quoc Island in Vietnam, known for its bustling markets, beaches, and role as the island’s primary hub for tourism and services.
  • D. Tan Uyen
    Tan Uyen is a major industrial and urban town in southern Vietnam’s Bình Dương Province.
  • E. Xuan Loc
    Xuan Loc is a town in Đồng Nai Province, Vietnam, historically significant as the site of one of the final major battles of the Vietnam War.
  • 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: Lan Duong
Triple: [Viet Thanh Nguyen, spouse, Lan Duong]
Generated description
Lan Duong is a Vietnamese American scholar and writer known for her work on Southeast Asian and Vietnamese diasporic literature, film, and cultural studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lan Duong
Target entity description: Lan Duong is a Vietnamese American scholar and writer known for her work on Southeast Asian and Vietnamese diasporic literature, film, and cultural studies.
  • A. Xuan Truong
    Xuan Truong is a township in Nam Định Province, Vietnam, serving as the administrative and economic center of Xuan Truong District.
  • B. Bru-Van Kieu
    The Bru-Van Kieu are an ethnic minority group in Vietnam, known for their distinct Mon–Khmer language, upland agriculture, and rich traditional culture in the central mountainous regions.
  • C. Duong Dong
    Duong Dong is the main town and commercial center of Phu Quoc Island in Vietnam, known for its bustling markets, beaches, and role as the island’s primary hub for tourism and services.
  • D. Tan Uyen
    Tan Uyen is a major industrial and urban town in southern Vietnam’s Bình Dương Province.
  • E. Xuan Loc
    Xuan Loc is a town in Đồng Nai Province, Vietnam, historically significant as the site of one of the final major battles of the Vietnam War.
  • 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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdce490ff08190963d841b05d150a7 completed April 2, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28250be608190b7e2b809672cdd78 completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d2834f6d488190812f91a5b4971c1e completed April 5, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69d28432d900819091ff0d324a6bb28a completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:54 p.m.