Triple

T5559742
Position Surface form Disambiguated ID Type / Status
Subject Sino-French War E145734 entity
Predicate notableBattle P259 FINISHED
Object Battle of Bang Bo
The Battle of Bang Bo was a key 1885 engagement in northern Vietnam during the Sino-French War, in which Chinese forces repelled a French offensive near the border with China.
E532295 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 Bang Bo | Statement: [Sino-French War, notableBattle, Battle of Bang Bo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Bang Bo
Context triple: [Sino-French War, notableBattle, Battle of Bang Bo]
  • A. 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.
  • B. Battle of Kampar
    The Battle of Kampar was a significant World War II engagement in British Malaya where Allied forces mounted a strong defensive stand against the advancing Japanese army in late 1941 and early 1942.
  • C. Battle of Tapae
    The Battle of Tapae was a key engagement between Roman forces under Emperor Domitian and later Trajan and the Dacians, fought near the Iron Gates of Transylvania and remembered as a crucial step in Rome’s eventual conquest of Dacia.
  • D. 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.
  • E. 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.
  • 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 Bang Bo
Triple: [Sino-French War, notableBattle, Battle of Bang Bo]
Generated description
The Battle of Bang Bo was a key 1885 engagement in northern Vietnam during the Sino-French War, in which Chinese forces repelled a French offensive near the border with China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Bang Bo
Target entity description: The Battle of Bang Bo was a key 1885 engagement in northern Vietnam during the Sino-French War, in which Chinese forces repelled a French offensive near the border with China.
  • A. 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.
  • B. Battle of Kampar
    The Battle of Kampar was a significant World War II engagement in British Malaya where Allied forces mounted a strong defensive stand against the advancing Japanese army in late 1941 and early 1942.
  • C. Battle of Tapae
    The Battle of Tapae was a key engagement between Roman forces under Emperor Domitian and later Trajan and the Dacians, fought near the Iron Gates of Transylvania and remembered as a crucial step in Rome’s eventual conquest of Dacia.
  • D. 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.
  • E. 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.
  • 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020167afc8190b0c518907cd0d99b completed March 22, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69c028424ddc8190869b530a8eb43f50 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c0349f64c0819083b39d8b7960a393 completed March 22, 2026, 6:27 p.m.
NED2 Entity disambiguation (via description) batch_69c0354e95808190b4386e2796291dba completed March 22, 2026, 6:30 p.m.
Created at: March 22, 2026, 3:36 p.m.