Triple

T9008679
Position Surface form Disambiguated ID Type / Status
Subject Sophia of Montferrat E215409 entity
Predicate father P120 FINISHED
Object Theodore II, Marquess of Montferrat
Theodore II, Marquess of Montferrat was a late 15th- to early 16th-century Italian nobleman of the House of Palaiologos who ruled the small but strategically important Marquisate of Montferrat in northern Italy.
E771100 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: Theodore II, Marquess of Montferrat | Statement: [Sophia of Montferrat, father, Theodore II, Marquess of Montferrat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodore II, Marquess of Montferrat
Context triple: [Sophia of Montferrat, father, Theodore II, Marquess of Montferrat]
  • A. Demetrius of Montferrat
    Demetrius of Montferrat was a 13th-century noble who became King of Thessalonica following the Fourth Crusade, representing the Montferrat dynasty’s brief rule in Greece.
  • B. Frederick of Montferrat
    Frederick of Montferrat was a 12th-century Italian nobleman of the influential Aleramici dynasty, known primarily as a younger son of William V of Montferrat and brother of crusader leaders such as Boniface I.
  • C. William V of Montferrat
    William V of Montferrat was a 12th-century Italian nobleman and crusader who served as Marquis of Montferrat and played a significant role in the politics of the Kingdom of Jerusalem.
  • D. Renier of Montferrat
    Renier of Montferrat was a 12th-century nobleman of the influential Montferrat dynasty who became associated with the Byzantine imperial family through marriage.
  • E. Boniface I of Montferrat
    Boniface I of Montferrat was a prominent late 12th–early 13th century Italian noble and crusader leader who played a key role in the Fourth Crusade and the politics of the eastern Mediterranean.
  • 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: Theodore II, Marquess of Montferrat
Triple: [Sophia of Montferrat, father, Theodore II, Marquess of Montferrat]
Generated description
Theodore II, Marquess of Montferrat was a late 15th- to early 16th-century Italian nobleman of the House of Palaiologos who ruled the small but strategically important Marquisate of Montferrat in northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodore II, Marquess of Montferrat
Target entity description: Theodore II, Marquess of Montferrat was a late 15th- to early 16th-century Italian nobleman of the House of Palaiologos who ruled the small but strategically important Marquisate of Montferrat in northern Italy.
  • A. Demetrius of Montferrat
    Demetrius of Montferrat was a 13th-century noble who became King of Thessalonica following the Fourth Crusade, representing the Montferrat dynasty’s brief rule in Greece.
  • B. Frederick of Montferrat
    Frederick of Montferrat was a 12th-century Italian nobleman of the influential Aleramici dynasty, known primarily as a younger son of William V of Montferrat and brother of crusader leaders such as Boniface I.
  • C. William V of Montferrat
    William V of Montferrat was a 12th-century Italian nobleman and crusader who served as Marquis of Montferrat and played a significant role in the politics of the Kingdom of Jerusalem.
  • D. Renier of Montferrat
    Renier of Montferrat was a 12th-century nobleman of the influential Montferrat dynasty who became associated with the Byzantine imperial family through marriage.
  • E. Boniface I of Montferrat
    Boniface I of Montferrat was a prominent late 12th–early 13th century Italian noble and crusader leader who played a key role in the Fourth Crusade and the politics of the eastern Mediterranean.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bed8588190afc9cbca12b75a3b completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0ec84348190944a2310a6a60448 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd221047c8190ac6c375d516ec57e completed April 3, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69cfd2f99dd881909be1cb2b947b9b4e completed April 3, 2026, 2:47 p.m.
Created at: March 30, 2026, 7:06 p.m.