Triple
T11043573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lộc Ninh District |
E261079
|
entity |
| Predicate | hasHistoricalEvent |
P2107
|
FINISHED |
| Object |
Battle of Lộc Ninh
The Battle of Lộc Ninh was a major engagement during the Vietnam War in 1967, in which North Vietnamese and Viet Cong forces attacked and briefly overran the district town of Lộc Ninh near the Cambodian border.
|
E901008
|
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 Lộc Ninh | Statement: [Lộc Ninh District, hasHistoricalEvent, Battle of Lộc Ninh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Lộc Ninh Context triple: [Lộc Ninh District, hasHistoricalEvent, Battle of Lộc Ninh]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Battle of Chi Lăng
The Battle of Chi Lăng was a historic Vietnamese military victory, most famously in 1427, where local forces used the mountainous terrain to decisively defeat invading Chinese Ming troops.
- 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 Lộc Ninh Triple: [Lộc Ninh District, hasHistoricalEvent, Battle of Lộc Ninh]
Generated description
The Battle of Lộc Ninh was a major engagement during the Vietnam War in 1967, in which North Vietnamese and Viet Cong forces attacked and briefly overran the district town of Lộc Ninh near the Cambodian border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Lộc Ninh Target entity description: The Battle of Lộc Ninh was a major engagement during the Vietnam War in 1967, in which North Vietnamese and Viet Cong forces attacked and briefly overran the district town of Lộc Ninh near the Cambodian border.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
Battle of Chi Lăng
The Battle of Chi Lăng was a historic Vietnamese military victory, most famously in 1427, where local forces used the mountainous terrain to decisively defeat invading Chinese Ming troops.
- 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_69d6aa979bdc8190bf0e79104cc098c1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7982d42bc81908ac10f54a7b43fb7 |
completed | April 9, 2026, 12:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a9f180688190ab2d1142b30a2836 |
completed | April 18, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69e3ad024ee88190948d5d1c327fd063 |
completed | April 18, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b206c7a4819087eb06faa6e1af21 |
completed | April 18, 2026, 4:32 p.m. |
Created at: April 8, 2026, 9:26 p.m.