Triple
T21942167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngo Bao Chau |
E541848
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object | Bảo Châu |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bảo Châu | Statement: [Ngo Bao Chau, givenName, Bảo Châu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bảo Châu Context triple: [Ngo Bao Chau, givenName, Bảo Châu]
-
A.
Đông Hà
Đông Hà is a city in central Vietnam that served as a strategic military and logistical hub during the Vietnam War, located close to the former Vietnamese Demilitarized Zone.
-
B.
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.
-
C.
Hung Yen
Hung Yen is a small, predominantly agricultural province in northern Vietnam known for its lychee-like longan fruit and its location near Hanoi in the Red River Delta region.
-
D.
Hoai Nhon
Hoai Nhon is a coastal town in south-central Vietnam known for its fishing industry, beaches, and role as a local economic and transportation hub.
-
E.
Dang Bich Ha
Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bảo Châu Target entity description: Bảo Châu is the given name of Ngô Bảo Châu, a Vietnamese-French mathematician renowned for his proof of the fundamental lemma in the Langlands program.
-
A.
Đông Hà
Đông Hà is a city in central Vietnam that served as a strategic military and logistical hub during the Vietnam War, located close to the former Vietnamese Demilitarized Zone.
-
B.
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.
-
C.
Hung Yen
Hung Yen is a small, predominantly agricultural province in northern Vietnam known for its lychee-like longan fruit and its location near Hanoi in the Red River Delta region.
-
D.
Hoai Nhon
Hoai Nhon is a coastal town in south-central Vietnam known for its fishing industry, beaches, and role as a local economic and transportation hub.
-
E.
Dang Bich Ha
Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
- F. None of above. chosen
Provenance (2 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_69e0c47e2e5c81909a7f74ce3de50911 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1242345dc8190aa6ddf61cf864e2d |
completed | April 28, 2026, 9:18 p.m. |
Created at: April 16, 2026, 7:56 p.m.