Triple

T3706581
Position Surface form Disambiguated ID Type / Status
Subject Louis XII of France E80906 entity
Predicate signed P173 FINISHED
Object Treaty of Blois (1504)
The Treaty of Blois (1504) was a diplomatic agreement in which France, under Louis XII, redefined its Italian and dynastic ambitions through marriage and territorial arrangements with rival European powers.
E382821 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: Treaty of Blois (1504) | Statement: [Louis XII of France, signed, Treaty of Blois (1504)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treaty of Blois (1504)
Context triple: [Louis XII of France, signed, Treaty of Blois (1504)]
  • A. Treaty of Senlis (1493)
    The Treaty of Senlis (1493) was an agreement that settled territorial disputes between France and the Habsburgs, redefining control over Burgundian and other lands in Western Europe.
  • B. Treaty of Arras (1435)
    The Treaty of Arras (1435) was a pivotal agreement that reconciled Burgundy with Charles VII of France, undermined English alliances, and marked a major turning point toward the end of the Hundred Years' War.
  • C. Treaty of Arras (1482)
    The Treaty of Arras (1482) was a peace agreement that reshaped control of the Burgundian inheritance in the Low Countries by transferring key territories from Burgundian-Habsburg rule to the French crown.
  • D. Treaty of Cambrai
    The Treaty of Cambrai, concluded in 1529 between France and the Habsburgs, ended a phase of the Italian Wars by confirming Habsburg dominance in Italy and reshaping territorial control among major European powers.
  • E. Treaty of Cateau-Cambrésis
    The Treaty of Cateau-Cambrésis was a 1559 peace agreement that ended the Italian Wars between France and Spain, reshaping control of territories in Italy and Western Europe.
  • 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: Treaty of Blois (1504)
Triple: [Louis XII of France, signed, Treaty of Blois (1504)]
Generated description
The Treaty of Blois (1504) was a diplomatic agreement in which France, under Louis XII, redefined its Italian and dynastic ambitions through marriage and territorial arrangements with rival European powers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treaty of Blois (1504)
Target entity description: The Treaty of Blois (1504) was a diplomatic agreement in which France, under Louis XII, redefined its Italian and dynastic ambitions through marriage and territorial arrangements with rival European powers.
  • A. Treaty of Senlis (1493)
    The Treaty of Senlis (1493) was an agreement that settled territorial disputes between France and the Habsburgs, redefining control over Burgundian and other lands in Western Europe.
  • B. Treaty of Arras (1435)
    The Treaty of Arras (1435) was a pivotal agreement that reconciled Burgundy with Charles VII of France, undermined English alliances, and marked a major turning point toward the end of the Hundred Years' War.
  • C. Treaty of Arras (1482)
    The Treaty of Arras (1482) was a peace agreement that reshaped control of the Burgundian inheritance in the Low Countries by transferring key territories from Burgundian-Habsburg rule to the French crown.
  • D. Treaty of Cambrai
    The Treaty of Cambrai, concluded in 1529 between France and the Habsburgs, ended a phase of the Italian Wars by confirming Habsburg dominance in Italy and reshaping territorial control among major European powers.
  • E. Treaty of Cateau-Cambrésis
    The Treaty of Cateau-Cambrésis was a 1559 peace agreement that ended the Italian Wars between France and Spain, reshaping control of territories in Italy and Western Europe.
  • 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54ce1788190ac000793cbdaba48 completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdfe77a481908880d0a4a5946656 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cfcf3bd08190a372be19017adcd0 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d0bb861c8190a8540198a47c13c1 completed March 14, 2026, 3:06 a.m.
Created at: March 8, 2026, 3:33 p.m.