Triple

T5585323
Position Surface form Disambiguated ID Type / Status
Subject Flanders campaign E146740 entity
Predicate opponent P437 FINISHED
Object French forces
French forces were the military troops of Revolutionary France that fought against various European coalitions, including in the Flanders campaign during the War of the First Coalition.
E7773 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: French forces | Statement: [Flanders campaign, opponent, French forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French forces
Context triple: [Flanders campaign, opponent, French forces]
  • A. French Army
    The French Army is the land-based military force of France, historically notable for its decisive support to the American Continental Army during the Revolutionary War and its major role in European and global conflicts.
  • B. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • C. 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.
  • D. Vichy French forces
    Vichy French forces were the military units loyal to the collaborationist Vichy regime in France during World War II, which fought against Allied and Free French forces in several theaters, including the Middle East and North Africa.
  • E. Free French Forces
    The Free French Forces were the military units that continued to fight against the Axis powers under Charles de Gaulle’s leadership after France’s 1940 defeat, drawing volunteers from metropolitan France and its colonies.
  • 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: French forces
Triple: [Flanders campaign, opponent, French forces]
Generated description
French forces were the military troops of Revolutionary France that fought against various European coalitions, including in the Flanders campaign during the War of the First Coalition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French forces
Target entity description: French forces were the military troops of Revolutionary France that fought against various European coalitions, including in the Flanders campaign during the War of the First Coalition.
  • A. French Army chosen
    The French Army is the land-based military force of France, historically notable for its decisive support to the American Continental Army during the Revolutionary War and its major role in European and global conflicts.
  • B. French Armed Forces
    The French Armed Forces are the unified military forces of France, encompassing the Army, Navy, Air and Space Force, and related services responsible for national defense and overseas operations.
  • C. 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.
  • D. Vichy French forces
    Vichy French forces were the military units loyal to the collaborationist Vichy regime in France during World War II, which fought against Allied and Free French forces in several theaters, including the Middle East and North Africa.
  • E. Free French Forces
    The Free French Forces were the military units that continued to fight against the Axis powers under Charles de Gaulle’s leadership after France’s 1940 defeat, drawing volunteers from metropolitan France and its colonies.
  • 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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02085d0e48190b8d185fe7f3d8579 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07d8c6f8881909ac2018d11f5aef8 completed March 22, 2026, 11:38 p.m.
NEDg Description generation batch_69c087210d9881909947ea160d3c9fde completed March 23, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69c0879425b88190bf989710847315c9 completed March 23, 2026, 12:21 a.m.
Created at: March 22, 2026, 3:38 p.m.