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.