Triple
T13740002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael VIII Palaiologos |
E330058
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Theodora Palaiologina
Theodora Palaiologina was a Byzantine empress consort of Michael VIII Palaiologos, noted for her piety and influence in the restored Byzantine court after the recapture of Constantinople.
|
E1060615
|
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: Theodora Palaiologina | Statement: [Michael VIII Palaiologos, spouse, Theodora Palaiologina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Theodora Palaiologina Context triple: [Michael VIII Palaiologos, spouse, Theodora Palaiologina]
-
A.
Theodora Palaiologina
Theodora Palaiologina was a Byzantine princess of the Palaiologos dynasty who became Tsarina of Bulgaria through her marriage to Tsar Michael Shishman in the early 14th century.
-
B.
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.
-
C.
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.
-
D.
Theodora Kantakouzene
Theodora Kantakouzene was a Byzantine noblewoman from the influential Kantakouzenos family who became a consort of the Ottoman ruler Orhan Gazi, symbolizing a key dynastic alliance between Byzantium and the early Ottoman state.
-
E.
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.
- 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: Theodora Palaiologina Triple: [Michael VIII Palaiologos, spouse, Theodora Palaiologina]
Generated description
Theodora Palaiologina was a Byzantine empress consort of Michael VIII Palaiologos, noted for her piety and influence in the restored Byzantine court after the recapture of Constantinople.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Theodora Palaiologina Target entity description: Theodora Palaiologina was a Byzantine empress consort of Michael VIII Palaiologos, noted for her piety and influence in the restored Byzantine court after the recapture of Constantinople.
-
A.
Theodora Palaiologina
Theodora Palaiologina was a Byzantine princess of the Palaiologos dynasty who became Tsarina of Bulgaria through her marriage to Tsar Michael Shishman in the early 14th century.
-
B.
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.
-
C.
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.
-
D.
Theodora Kantakouzene
Theodora Kantakouzene was a Byzantine noblewoman from the influential Kantakouzenos family who became a consort of the Ottoman ruler Orhan Gazi, symbolizing a key dynastic alliance between Byzantium and the early Ottoman state.
-
E.
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.
- 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_69d80772315881908f980cae40d91664 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69de0206a4b88190a60914e2b43e54f9 |
completed | April 14, 2026, 8:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a84dbdc48190a4724bb9c3523b25 |
completed | May 3, 2026, 7:55 p.m. |
| NEDg | Description generation | batch_69f7a91deb3c8190ad2be7f1ca99ac9b |
completed | May 3, 2026, 7:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ad54e3e88190aeae31d69788cce5 |
completed | May 3, 2026, 8:17 p.m. |
Created at: April 9, 2026, 9:55 p.m.