Triple

T21571593
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bang Bo E532295 entity
Predicate FrenchForcesType P70976 FINISHED
Object Tonkin Expeditionary Corps
The Tonkin Expeditionary Corps was a French colonial military force deployed in northern Vietnam during the late 19th century, playing a central role in the Sino-French War and the establishment of French Indochina.
E425584 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: Tonkin Expeditionary Corps | Statement: [Battle of Bang Bo, FrenchForcesType, Tonkin Expeditionary Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tonkin Expeditionary Corps
Context triple: [Battle of Bang Bo, FrenchForcesType, Tonkin Expeditionary Corps]
  • A. Tonkin Campaign
    The Tonkin Campaign was a late 19th-century French military operation in northern Vietnam that led to the establishment of French colonial control over the region.
  • B. Cochinchina campaign
    The Cochinchina campaign was a mid-19th-century French and Spanish military intervention in southern Vietnam that led to the establishment of French colonial rule in the region.
  • C. Pleiku Campaign
    The Pleiku Campaign was a major 1965 U.S. and South Vietnamese military operation in the Vietnam War’s Central Highlands, marking the first large-scale conventional clashes between American and North Vietnamese forces.
  • D. Hue–Da Nang Campaign
    The Hue–Da Nang Campaign was a major 1975 North Vietnamese offensive that captured the key central Vietnamese cities of Huế and Da Nang, hastening the collapse of South Vietnam in the final phase of the Vietnam War.
  • E. French Forces in Indochina
    The French Forces in Indochina were the colonial military forces of France engaged in the First Indochina War against the Viet Minh across Vietnam, Laos, and Cambodia from 1946 to 1954.
  • 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: Tonkin Expeditionary Corps
Triple: [Battle of Bang Bo, FrenchForcesType, Tonkin Expeditionary Corps]
Generated description
The Tonkin Expeditionary Corps was a French colonial military force deployed in northern Vietnam during the late 19th century, playing a central role in the Sino-French War and the establishment of French Indochina.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tonkin Expeditionary Corps
Target entity description: The Tonkin Expeditionary Corps was a French colonial military force deployed in northern Vietnam during the late 19th century, playing a central role in the Sino-French War and the establishment of French Indochina.
  • A. Tonkin Campaign chosen
    The Tonkin Campaign was a late 19th-century French military operation in northern Vietnam that led to the establishment of French colonial control over the region.
  • B. Cochinchina campaign
    The Cochinchina campaign was a mid-19th-century French and Spanish military intervention in southern Vietnam that led to the establishment of French colonial rule in the region.
  • C. Pleiku Campaign
    The Pleiku Campaign was a major 1965 U.S. and South Vietnamese military operation in the Vietnam War’s Central Highlands, marking the first large-scale conventional clashes between American and North Vietnamese forces.
  • D. Hue–Da Nang Campaign
    The Hue–Da Nang Campaign was a major 1975 North Vietnamese offensive that captured the key central Vietnamese cities of Huế and Da Nang, hastening the collapse of South Vietnam in the final phase of the Vietnam War.
  • E. French Forces in Indochina
    The French Forces in Indochina were the colonial military forces of France engaged in the First Indochina War against the Viet Minh across Vietnam, Laos, and Cambodia from 1946 to 1954.
  • F. None of above.

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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9cd50188190b44eb25fb87312bb completed April 27, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f84d720819097d3eb066cee852b completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a10106ab4819096045effbbdfe95e completed May 17, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0a10c8c5bc8190add0ee63eb338964 completed May 17, 2026, 7:02 p.m.
Created at: April 16, 2026, 6:30 p.m.