Triple

T16829979
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bergen (1799) E409122 entity
Predicate opponent P437 FINISHED
Object Franco-Dutch forces
The Franco-Dutch forces were the combined French and Batavian Republic military contingents that fought together against the British-led coalition during the late 18th-century French Revolutionary Wars.
E1235440 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: Franco-Dutch forces | Statement: [Battle of Bergen (1799), opponent, Franco-Dutch forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Franco-Dutch forces
Context triple: [Battle of Bergen (1799), opponent, Franco-Dutch forces]
  • A. French and allied army
    The French and allied army was a coalition force of French troops and their European partners that fought against Habsburg and Bavarian forces during the later stages of the Thirty Years' War.
  • B. French Army of Flanders
    The French Army of Flanders was a major field army of the Kingdom of France that operated primarily in the Low Countries during the 17th and 18th centuries, playing a key role in numerous European wars against Habsburg and other coalition forces.
  • C. Army of Flanders
    The Army of Flanders was the principal Spanish Habsburg field army in the Low Countries during the 16th and 17th centuries, renowned for its discipline, effectiveness, and central role in the Eighty Years' War.
  • D. French forces
    French forces were the military units of the Kingdom of France that played a major role in European conflicts, including the Italian Wars in which they overthrew rulers such as Maximilian Sforza.
  • E. French royal forces
    The French royal forces were the military troops loyal to the French crown, deployed to enforce royal authority and suppress opposition such as the Huguenot stronghold at La Rochelle during the French Wars of Religion.
  • 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: Franco-Dutch forces
Triple: [Battle of Bergen (1799), opponent, Franco-Dutch forces]
Generated description
The Franco-Dutch forces were the combined French and Batavian Republic military contingents that fought together against the British-led coalition during the late 18th-century French Revolutionary Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Franco-Dutch forces
Target entity description: The Franco-Dutch forces were the combined French and Batavian Republic military contingents that fought together against the British-led coalition during the late 18th-century French Revolutionary Wars.
  • A. French and allied army
    The French and allied army was a coalition force of French troops and their European partners that fought against Habsburg and Bavarian forces during the later stages of the Thirty Years' War.
  • B. French Army of Flanders
    The French Army of Flanders was a major field army of the Kingdom of France that operated primarily in the Low Countries during the 17th and 18th centuries, playing a key role in numerous European wars against Habsburg and other coalition forces.
  • C. Army of Flanders
    The Army of Flanders was the principal Spanish Habsburg field army in the Low Countries during the 16th and 17th centuries, renowned for its discipline, effectiveness, and central role in the Eighty Years' War.
  • D. French forces
    French forces were the military units of the Kingdom of France that played a major role in European conflicts, including the Italian Wars in which they overthrew rulers such as Maximilian Sforza.
  • E. French royal forces
    The French royal forces were the military troops loyal to the French crown, deployed to enforce royal authority and suppress opposition such as the Huguenot stronghold at La Rochelle during the French Wars of Religion.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b316acc881909c686add53d72388 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a0ac148190a7a7edebcb67c040 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b35ea8f88190ae33e8a2f906d133 completed May 10, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_6a00b3d14b3c819081f435777f47eca3 completed May 10, 2026, 4:35 p.m.
Created at: April 10, 2026, 5:23 a.m.