Triple
T5979148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Highlands |
E133074
|
entity |
| Predicate | notableBattle |
P259
|
FINISHED |
| Object |
Battle of Buôn Ma Thuột
The Battle of Buôn Ma Thuột was a decisive 1975 engagement in Vietnam’s Central Highlands whose outcome triggered the rapid collapse of South Vietnamese defenses and paved the way for the fall of Saigon.
|
E560368
|
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: Battle of Buôn Ma Thuột | Statement: [Central Highlands, notableBattle, Battle of Buôn Ma Thuột]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Buôn Ma Thuột Context triple: [Central Highlands, notableBattle, Battle of Buôn Ma Thuột]
-
A.
Battle of Hoa Binh
The Battle of Hoa Binh was a major 1951–1952 campaign in the First Indochina War in which Viet Minh forces fought French colonial troops for control of a strategic region in northern Vietnam.
-
B.
Battle of Ap Bac
The Battle of Ap Bac was a pivotal 1963 Vietnam War clash in the Mekong Delta where outnumbered Viet Cong forces successfully resisted South Vietnamese and U.S.-advised troops, exposing major weaknesses in American-backed military strategy.
-
C.
Battle of Kontum
The Battle of Kontum was a major 1972 Vietnam War engagement in the Central Highlands where South Vietnamese and U.S. forces successfully halted a large North Vietnamese offensive.
-
D.
Battle of An Lộc
The Battle of An Lộc was a major 1972 Vietnam War engagement in which South Vietnamese and U.S. forces successfully defended the town of An Lộc against a large-scale North Vietnamese assault.
-
E.
Battle of Ninh Binh
The Battle of Ninh Binh was a 1951 engagement in the First Indochina War in northern Vietnam, where French Union forces clashed with the Viet Minh near the city of Ninh Binh.
- 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: Battle of Buôn Ma Thuột Triple: [Central Highlands, notableBattle, Battle of Buôn Ma Thuột]
Generated description
The Battle of Buôn Ma Thuột was a decisive 1975 engagement in Vietnam’s Central Highlands whose outcome triggered the rapid collapse of South Vietnamese defenses and paved the way for the fall of Saigon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Buôn Ma Thuột Target entity description: The Battle of Buôn Ma Thuột was a decisive 1975 engagement in Vietnam’s Central Highlands whose outcome triggered the rapid collapse of South Vietnamese defenses and paved the way for the fall of Saigon.
-
A.
Battle of Hoa Binh
The Battle of Hoa Binh was a major 1951–1952 campaign in the First Indochina War in which Viet Minh forces fought French colonial troops for control of a strategic region in northern Vietnam.
-
B.
Battle of Ap Bac
The Battle of Ap Bac was a pivotal 1963 Vietnam War clash in the Mekong Delta where outnumbered Viet Cong forces successfully resisted South Vietnamese and U.S.-advised troops, exposing major weaknesses in American-backed military strategy.
-
C.
Battle of Kontum
The Battle of Kontum was a major 1972 Vietnam War engagement in the Central Highlands where South Vietnamese and U.S. forces successfully halted a large North Vietnamese offensive.
-
D.
Battle of An Lộc
The Battle of An Lộc was a major 1972 Vietnam War engagement in which South Vietnamese and U.S. forces successfully defended the town of An Lộc against a large-scale North Vietnamese assault.
-
E.
Battle of Ninh Binh
The Battle of Ninh Binh was a 1951 engagement in the First Indochina War in northern Vietnam, where French Union forces clashed with the Viet Minh near the city of Ninh Binh.
- 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_69c0086f45e8819098f73dd16d45ec9d |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04a40233081909c04f62ec0382bfd |
completed | March 22, 2026, 8 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c10847cdec81908a4d2d19d8a53d1d |
completed | March 23, 2026, 9:30 a.m. |
| NEDg | Description generation | batch_69c1090b86f88190b8d5a2af3b2ad17c |
completed | March 23, 2026, 9:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c109ab219c8190b6155c32ae5db1b9 |
completed | March 23, 2026, 9:36 a.m. |
Created at: March 22, 2026, 4:04 p.m.