Triple

T4676853
Position Surface form Disambiguated ID Type / Status
Subject Battle of Marignano E103701 entity
Predicate aftermath P374 FINISHED
Object Treaty of Fribourg (1516)
The Treaty of Fribourg (1516) was a peace agreement between France and the Swiss Confederacy that ended their long-standing military conflict and established a lasting “perpetual peace” following the Italian Wars.
E460329 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 Fribourg (1516) | Statement: [Battle of Marignano, aftermath, Treaty of Fribourg (1516)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treaty of Fribourg (1516)
Context triple: [Battle of Marignano, aftermath, Treaty of Fribourg (1516)]
  • A. 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.
  • B. Treaty of Mortefontaine
    The Treaty of Mortefontaine was a 1800 agreement between the United States and France that ended the Quasi-War and normalized diplomatic and commercial relations between the two nations.
  • C. 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.
  • D. 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.
  • E. Peace of Saint-Germain-en-Laye (1570)
    The Peace of Saint-Germain-en-Laye (1570) was a treaty that temporarily ended the third French War of Religion by granting significant concessions to the Huguenots before tensions erupted again in the St. Bartholomew's Day massacre.
  • 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 Fribourg (1516)
Triple: [Battle of Marignano, aftermath, Treaty of Fribourg (1516)]
Generated description
The Treaty of Fribourg (1516) was a peace agreement between France and the Swiss Confederacy that ended their long-standing military conflict and established a lasting “perpetual peace” following the Italian Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treaty of Fribourg (1516)
Target entity description: The Treaty of Fribourg (1516) was a peace agreement between France and the Swiss Confederacy that ended their long-standing military conflict and established a lasting “perpetual peace” following the Italian Wars.
  • A. 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.
  • B. Treaty of Mortefontaine
    The Treaty of Mortefontaine was a 1800 agreement between the United States and France that ended the Quasi-War and normalized diplomatic and commercial relations between the two nations.
  • C. 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.
  • D. 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.
  • E. Peace of Saint-Germain-en-Laye (1570)
    The Peace of Saint-Germain-en-Laye (1570) was a treaty that temporarily ended the third French War of Religion by granting significant concessions to the Huguenots before tensions erupted again in the St. Bartholomew's Day massacre.
  • 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_69bd43dda32c8190938b37744ca270fc completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63685cb88190ac1904e2c7eb6b61 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03a0d5c88190a9b40e1ca7d165ff completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be04f8aeac81909ec199c83af6df39 completed March 21, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69be05608ee08190acf947144998660c completed March 21, 2026, 2:41 a.m.
Created at: March 20, 2026, 1:16 p.m.