Triple
T5777942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Strategic Hamlet Program |
E127490
|
entity |
| Predicate | keyFigure |
P256
|
FINISHED |
| Object | Ngo Dinh Diem |
E25448
|
NE FINISHED |
How this triple was built (2 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: Ngo Dinh Diem | Statement: [Strategic Hamlet Program, keyFigure, Ngo Dinh Diem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngo Dinh Diem Context triple: [Strategic Hamlet Program, keyFigure, Ngo Dinh Diem]
-
A.
Ngo Dinh Diem
chosen
Ngo Dinh Diem was the first president of South Vietnam, a staunch anti-communist leader whose authoritarian rule and eventual assassination in 1963 significantly shaped the early course of the Vietnam War.
-
B.
Ngo Dinh Nhu
Ngo Dinh Nhu was a powerful South Vietnamese political figure and chief adviser to President Ngo Dinh Diem, known for his influential role in the regime’s security apparatus and strategic policymaking.
-
C.
Nguyen Van Thieu
Nguyen Van Thieu was the anti-communist military officer and politician who served as president of South Vietnam during much of the Vietnam War.
-
D.
Ton Duc Thang
Ton Duc Thang was a Vietnamese revolutionary and statesman who served as president of North Vietnam and later the unified Socialist Republic of Vietnam.
-
E.
Ngo Dinh Luyen
Ngo Dinh Luyen was a South Vietnamese diplomat and younger brother of President Ngo Dinh Diem, known for his role in the influential Ngo family during the mid-20th century.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008361fa88190aefa4dc41b051e7f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029e107348190a03086f1cbfae0d3 |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c2438c65988190aedb03bed25f19e1 |
completed | March 24, 2026, 7:55 a.m. |
Created at: March 22, 2026, 3:50 p.m.