Triple

T4676824
Position Surface form Disambiguated ID Type / Status
Subject Battle of Marignano E103701 entity
Predicate location P40 FINISHED
Object Marignano
Marignano is a historic locality in northern Italy, now known as Melegnano, famed as the site of a major 1515 battle during the Italian Wars.
E103701 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: Marignano | Statement: [Battle of Marignano, location, Marignano]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marignano
Context triple: [Battle of Marignano, location, Marignano]
  • A. Battle of Marignano
    The Battle of Marignano was a major 1515 clash near Milan in which French forces under Francis I decisively defeated the Swiss, marking a turning point in the Italian Wars and securing French dominance in northern Italy.
  • B. Battle of Agnadello
    The Battle of Agnadello was a major 1509 clash in the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice, sharply curbing Venetian power in northern Italy.
  • C. Battle of Ceresole
    The Battle of Ceresole was a major 1544 engagement of the Italian Wars in which French forces won a bloody victory over Imperial-Spanish troops in northern Italy.
  • D. Battle of Muret
    The Battle of Muret (1213) was a decisive medieval clash near Toulouse in which the forces of Simon de Montfort defeated and killed Peter II of Aragon, marking a turning point in the Albigensian Crusade and the balance of power in southern France.
  • E. Battle of Vailà
    The Battle of Vailà, better known as the Battle of Agnadello (1509), was a major engagement of the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice in northern Italy.
  • 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: Marignano
Triple: [Battle of Marignano, location, Marignano]
Generated description
Marignano is a historic locality in northern Italy, now known as Melegnano, famed as the site of a major 1515 battle during the Italian Wars.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marignano
Target entity description: Marignano is a historic locality in northern Italy, now known as Melegnano, famed as the site of a major 1515 battle during the Italian Wars.
  • A. Battle of Marignano chosen
    The Battle of Marignano was a major 1515 clash near Milan in which French forces under Francis I decisively defeated the Swiss, marking a turning point in the Italian Wars and securing French dominance in northern Italy.
  • B. Battle of Agnadello
    The Battle of Agnadello was a major 1509 clash in the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice, sharply curbing Venetian power in northern Italy.
  • C. Battle of Ceresole
    The Battle of Ceresole was a major 1544 engagement of the Italian Wars in which French forces won a bloody victory over Imperial-Spanish troops in northern Italy.
  • D. Battle of Muret
    The Battle of Muret (1213) was a decisive medieval clash near Toulouse in which the forces of Simon de Montfort defeated and killed Peter II of Aragon, marking a turning point in the Albigensian Crusade and the balance of power in southern France.
  • E. Battle of Vailà
    The Battle of Vailà, better known as the Battle of Agnadello (1509), was a major engagement of the War of the League of Cambrai in which French forces decisively defeated the Republic of Venice in northern Italy.
  • 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_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.