Triple
T5777941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Strategic Hamlet Program |
E127490
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object | Ngo Dinh Nhu |
E146262
|
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 Nhu | Statement: [Strategic Hamlet Program, architect, Ngo Dinh Nhu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngo Dinh Nhu Context triple: [Strategic Hamlet Program, architect, Ngo Dinh Nhu]
-
A.
Ngo Dinh Nhu
chosen
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.
-
B.
Ngo Dinh Diem
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.
-
C.
Dương Văn Minh
Dương Văn Minh was a South Vietnamese general and politician best known for leading the final government of South Vietnam and surrendering to North Vietnamese forces in 1975, effectively ending the Vietnam War.
-
D.
Ngo Dinh Can
Ngo Dinh Can was a powerful and repressive regional political boss in central Vietnam during the presidency of his brother, Ngo Dinh Diem.
-
E.
Nguyen Cao Ky
Nguyen Cao Ky was a prominent South Vietnamese air force officer and political leader who served as prime minister and later vice president during the Vietnam War era.
- 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_69c20d12459481909eaaf52302686119 |
completed | March 24, 2026, 4:03 a.m. |
Created at: March 22, 2026, 3:50 p.m.