Triple

T5935787
Position Surface form Disambiguated ID Type / Status
Subject Siege of Arras (1640) E132040 entity
Predicate partOfCampaign P2543 FINISHED
Object French 1640 campaign in Flanders
The French 1640 campaign in Flanders was a major phase of the Franco-Spanish War in which French forces sought to break Spanish dominance in the Spanish Netherlands through a series of coordinated offensives and sieges.
E556426 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 1640 campaign in Flanders | Statement: [Siege of Arras (1640), partOfCampaign, French 1640 campaign in Flanders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French 1640 campaign in Flanders
Context triple: [Siege of Arras (1640), partOfCampaign, French 1640 campaign in Flanders]
  • A. Flanders campaign of the Nine Years' War
    The Flanders campaign of the Nine Years' War was a major theatre of conflict in the Low Countries where French forces under Louis XIV clashed with the Grand Alliance in a series of large-scale battles and sieges for control of the region.
  • B. French Flanders campaign of 1745
    The French Flanders campaign of 1745 was a major French offensive during the War of the Austrian Succession aimed at securing control of the Austrian Netherlands through a series of sieges and field battles.
  • C. French campaign in the Spanish Netherlands (1667)
    The French campaign in the Spanish Netherlands (1667), also known as the War of Devolution, was Louis XIV’s offensive to seize Habsburg-held territories in the Low Countries, marked by rapid sieges and territorial gains.
  • D. Flanders campaign
    The Flanders campaign was a major series of military operations in the Low Countries during the War of the Spanish Succession, marked by several key battles between Allied and French forces.
  • E. 1708 Flanders campaign
    The 1708 Flanders campaign was a major phase of the War of the Spanish Succession in the Low Countries, marked by decisive Allied victories that weakened French control in the region.
  • 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 1640 campaign in Flanders
Triple: [Siege of Arras (1640), partOfCampaign, French 1640 campaign in Flanders]
Generated description
The French 1640 campaign in Flanders was a major phase of the Franco-Spanish War in which French forces sought to break Spanish dominance in the Spanish Netherlands through a series of coordinated offensives and sieges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French 1640 campaign in Flanders
Target entity description: The French 1640 campaign in Flanders was a major phase of the Franco-Spanish War in which French forces sought to break Spanish dominance in the Spanish Netherlands through a series of coordinated offensives and sieges.
  • A. Flanders campaign of the Nine Years' War
    The Flanders campaign of the Nine Years' War was a major theatre of conflict in the Low Countries where French forces under Louis XIV clashed with the Grand Alliance in a series of large-scale battles and sieges for control of the region.
  • B. French Flanders campaign of 1745
    The French Flanders campaign of 1745 was a major French offensive during the War of the Austrian Succession aimed at securing control of the Austrian Netherlands through a series of sieges and field battles.
  • C. French campaign in the Spanish Netherlands (1667)
    The French campaign in the Spanish Netherlands (1667), also known as the War of Devolution, was Louis XIV’s offensive to seize Habsburg-held territories in the Low Countries, marked by rapid sieges and territorial gains.
  • D. Flanders campaign
    The Flanders campaign was a major series of military operations in the Low Countries during the War of the Spanish Succession, marked by several key battles between Allied and French forces.
  • E. 1708 Flanders campaign
    The 1708 Flanders campaign was a major phase of the War of the Spanish Succession in the Low Countries, marked by decisive Allied victories that weakened French control in the region.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038eb56ec81909be03509730b7cc1 completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c069e450819096b268637ffcd219 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c46fabf081908484ba066c25187b completed March 23, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c0c4f21528819093a36c07e2637446 completed March 23, 2026, 4:43 a.m.
Created at: March 22, 2026, 4:01 p.m.