Triple
T22859211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federico II Gonzaga |
E566864
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Margaret Paleologa |
—
|
NE NERFINISHED |
How this triple was built (3 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: Margaret Paleologa | Statement: [Federico II Gonzaga, spouse, Margaret Paleologa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaret Paleologa Context triple: [Federico II Gonzaga, spouse, Margaret Paleologa]
-
A.
Helena Palaiologina
Helena Palaiologina was a Byzantine princess of the Palaiologos dynasty, known primarily as the daughter of Despot Thomas Palaiologos and a member of the last ruling family of the Byzantine Empire.
-
B.
Irene Palaiologina
Irene Palaiologina was a Byzantine noblewoman of the Palaiologos dynasty, known primarily as a member of the imperial family in the late Byzantine period.
-
C.
Sophia Palaiologina
Sophia Palaiologina was a Byzantine princess whose marriage to Ivan III of Russia helped transfer Byzantine imperial prestige and traditions to the emerging Russian state.
-
D.
Anna Palaiologina
Anna Palaiologina was a Byzantine noblewoman of the Palaiologos dynasty, known primarily as a member of the imperial family during the late Byzantine period.
-
E.
Maria Palaiologina Kantakouzene
Maria Palaiologina Kantakouzene was a 13th-century Byzantine noblewoman of the Palaiologos–Kantakouzenos families who became empress consort of Bulgaria.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaret Paleologa Target entity description: Margaret Paleologa was a 16th-century Italian noblewoman and Marchioness of Montferrat whose marriage into the Gonzaga family helped consolidate their power in northern Italy.
-
A.
Helena Palaiologina
Helena Palaiologina was a Byzantine princess of the Palaiologos dynasty, known primarily as the daughter of Despot Thomas Palaiologos and a member of the last ruling family of the Byzantine Empire.
-
B.
Irene Palaiologina
Irene Palaiologina was a Byzantine noblewoman of the Palaiologos dynasty, known primarily as a member of the imperial family in the late Byzantine period.
-
C.
Sophia Palaiologina
Sophia Palaiologina was a Byzantine princess whose marriage to Ivan III of Russia helped transfer Byzantine imperial prestige and traditions to the emerging Russian state.
-
D.
Anna Palaiologina
Anna Palaiologina was a Byzantine noblewoman of the Palaiologos dynasty, known primarily as a member of the imperial family during the late Byzantine period.
-
E.
Maria Palaiologina Kantakouzene
Maria Palaiologina Kantakouzene was a 13th-century Byzantine noblewoman of the Palaiologos–Kantakouzenos families who became empress consort of Bulgaria.
- F. None of above. chosen
Provenance (2 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_69e24589083081908d5694c4fdc80086 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17ebf1838819092b2b99205a2192f |
completed | April 29, 2026, 3:45 a.m. |
Created at: April 17, 2026, 3:37 p.m.