Triple

T6542894
Position Surface form Disambiguated ID Type / Status
Subject Later Lê dynasty E168332 entity
Predicate majorEvent P259 FINISHED
Object Lê–Mạc War
The Lê–Mạc War was a prolonged 16th-century civil conflict in Vietnam between the restored Lê dynasty and the rival Mạc dynasty that reshaped the country’s political landscape.
E604280 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: Lê–Mạc War | Statement: [Later Lê dynasty, majorEvent, Lê–Mạc War]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lê–Mạc War
Context triple: [Later Lê dynasty, majorEvent, Lê–Mạc War]
  • A. Zhongyuan War
    The Zhongyuan War was a major 1930 Chinese civil conflict in which regional warlords challenged Chiang Kai-shek’s Nationalist government for control of central China.
  • B. Battle of Cao Bằng
    The Battle of Cao Bằng was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a significant role in the course of the Sino-Vietnamese War.
  • C. 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.
  • D. Goguryeo–Sui Wars
    The Goguryeo–Sui Wars were a series of large-scale military campaigns in the late 6th and early 7th centuries in which China’s Sui dynasty unsuccessfully attempted to conquer the Korean kingdom of Goguryeo, contributing to the Sui dynasty’s collapse.
  • E. Goguryeo–Tang Wars
    The Goguryeo–Tang Wars were a series of 7th-century military campaigns between the Korean kingdom of Goguryeo and China’s Tang dynasty that reshaped the balance of power in Northeast Asia.
  • 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: Lê–Mạc War
Triple: [Later Lê dynasty, majorEvent, Lê–Mạc War]
Generated description
The Lê–Mạc War was a prolonged 16th-century civil conflict in Vietnam between the restored Lê dynasty and the rival Mạc dynasty that reshaped the country’s political landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lê–Mạc War
Target entity description: The Lê–Mạc War was a prolonged 16th-century civil conflict in Vietnam between the restored Lê dynasty and the rival Mạc dynasty that reshaped the country’s political landscape.
  • A. Zhongyuan War
    The Zhongyuan War was a major 1930 Chinese civil conflict in which regional warlords challenged Chiang Kai-shek’s Nationalist government for control of central China.
  • B. Battle of Cao Bằng
    The Battle of Cao Bằng was a key 1979 clash between Chinese and Vietnamese forces in northern Vietnam that played a significant role in the course of the Sino-Vietnamese War.
  • C. 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.
  • D. Goguryeo–Sui Wars
    The Goguryeo–Sui Wars were a series of large-scale military campaigns in the late 6th and early 7th centuries in which China’s Sui dynasty unsuccessfully attempted to conquer the Korean kingdom of Goguryeo, contributing to the Sui dynasty’s collapse.
  • E. Goguryeo–Tang Wars
    The Goguryeo–Tang Wars were a series of 7th-century military campaigns between the Korean kingdom of Goguryeo and China’s Tang dynasty that reshaped the balance of power in Northeast Asia.
  • 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_69c68a51564081909e93aee0dbd9cca3 completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6adeb54d88190a3199f9a517d7232 completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d544f8248190bc5dd4685fb1473e completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d6745b40819083fbcb2a4063e34d completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d837a5248190b0afb39174ac3922 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:50 p.m.