Triple

T14064427
Position Surface form Disambiguated ID Type / Status
Subject Andronikos II Palaiologos E338427 entity
Predicate spouse P13 FINISHED
Object Yolande of Montferrat
Yolande of Montferrat was a late 13th- to early 14th-century noblewoman from the House of Montferrat who became Byzantine empress consort through her marriage to Emperor Andronikos II Palaiologos.
E1216519 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: Yolande of Montferrat | Statement: [Andronikos II Palaiologos, spouse, Yolande of Montferrat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yolande of Montferrat
Context triple: [Andronikos II Palaiologos, spouse, Yolande of Montferrat]
  • A. Maria of Montferrat
    Maria of Montferrat was Queen of Jerusalem in the early 13th century, inheriting the crusader kingdom as a child and becoming a key dynastic link between the Montferrat family and the Latin East.
  • B. Yolande of Anjou
    Yolande of Anjou was a 15th-century French noblewoman and Duchess of Lorraine, noted for her political influence during the latter stages of the Hundred Years' War.
  • C. Yolande of Bar
    Yolande of Bar was a 14th–15th century French noblewoman, Duchess of Bar and a member of the royal House of Valois, known for her influential dynastic connections in late medieval Europe.
  • D. Sophia of Montferrat
    Sophia of Montferrat was an Italian noblewoman from the House of Montferrat who became Byzantine empress consort through her marriage to Emperor John VIII Palaiologos.
  • E. Yolande of Lusignan
    Yolande of Lusignan was a medieval noblewoman from the prominent Lusignan dynasty, a powerful feudal family influential in Poitou and the Crusader states.
  • 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: Yolande of Montferrat
Triple: [Andronikos II Palaiologos, spouse, Yolande of Montferrat]
Generated description
Yolande of Montferrat was a late 13th- to early 14th-century noblewoman from the House of Montferrat who became Byzantine empress consort through her marriage to Emperor Andronikos II Palaiologos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yolande of Montferrat
Target entity description: Yolande of Montferrat was a late 13th- to early 14th-century noblewoman from the House of Montferrat who became Byzantine empress consort through her marriage to Emperor Andronikos II Palaiologos.
  • A. Maria of Montferrat
    Maria of Montferrat was Queen of Jerusalem in the early 13th century, inheriting the crusader kingdom as a child and becoming a key dynastic link between the Montferrat family and the Latin East.
  • B. Yolande of Anjou
    Yolande of Anjou was a 15th-century French noblewoman and Duchess of Lorraine, noted for her political influence during the latter stages of the Hundred Years' War.
  • C. Yolande of Bar
    Yolande of Bar was a 14th–15th century French noblewoman, Duchess of Bar and a member of the royal House of Valois, known for her influential dynastic connections in late medieval Europe.
  • D. Sophia of Montferrat
    Sophia of Montferrat was an Italian noblewoman from the House of Montferrat who became Byzantine empress consort through her marriage to Emperor John VIII Palaiologos.
  • E. Yolande of Lusignan
    Yolande of Lusignan was a medieval noblewoman from the prominent Lusignan dynasty, a powerful feudal family influential in Poitou and the Crusader states.
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5689c7f48190a47ca94eaa8a9ef9 completed April 14, 2026, 3 p.m.
NED1 Entity disambiguation (via context triple) batch_6a005804f5c08190b545bc8b65e953f7 completed May 10, 2026, 10:03 a.m.
NEDg Description generation batch_6a00592562708190ae88f24fb34c7a02 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a005a17fd648190b2c6843f47a9ee2c completed May 10, 2026, 10:12 a.m.
Created at: April 9, 2026, 10:21 p.m.