Triple

T2864633
Position Surface form Disambiguated ID Type / Status
Subject Sino-Vietnamese War E63407 entity
Predicate majorBattle P259 FINISHED
Object Battle of Lạng Sơn
The Battle of Lạng Sơn was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a decisive role in the course and outcome of the Sino-Vietnamese War.
E305171 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 Lạng Sơn | Statement: [Sino-Vietnamese War, majorBattle, Battle of Lạng Sơn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Lạng Sơn
Context triple: [Sino-Vietnamese War, majorBattle, Battle of Lạng Sơn]
  • A. 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.
  • B. 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.
  • 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 Koh Tang
    The Battle of Koh Tang was a 1975 U.S.–Cambodian military clash over the seizure of the American merchant ship SS Mayaguez, often regarded as one of the last official battles of the Vietnam War era.
  • E. Battle of Lashio
    The Battle of Lashio was a World War II clash in Burma in 1942, where Japanese forces captured the key town of Lashio, severing the Burma Road supply line to China.
  • 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 Lạng Sơn
Triple: [Sino-Vietnamese War, majorBattle, Battle of Lạng Sơn]
Generated description
The Battle of Lạng Sơn was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a decisive role in the course and outcome of the Sino-Vietnamese War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Lạng Sơn
Target entity description: The Battle of Lạng Sơn was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a decisive role in the course and outcome of the Sino-Vietnamese War.
  • A. 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.
  • B. 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.
  • 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 Koh Tang
    The Battle of Koh Tang was a 1975 U.S.–Cambodian military clash over the seizure of the American merchant ship SS Mayaguez, often regarded as one of the last official battles of the Vietnam War era.
  • E. Battle of Lashio
    The Battle of Lashio was a World War II clash in Burma in 1942, where Japanese forces captured the key town of Lashio, severing the Burma Road supply line to China.
  • 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_69ab4c42fb8c8190b36e161d47c03b81 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdfb9e64c819087b1a47caeb174d5 completed March 7, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01da458ec8190ae07237d7e23b302 completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e45f6e481908665e0961c3a3778 completed March 10, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69b0224832108190be252c0245d588d2 completed March 10, 2026, 1:53 p.m.
Created at: March 6, 2026, 10:02 p.m.