Triple

T15603255
Position Surface form Disambiguated ID Type / Status
Subject Doukas dynasty E375086 entity
Predicate hasMember P10 FINISHED
Object John Doukas
John Doukas was a prominent Byzantine aristocrat and military leader from the influential Doukas family, active in the political and dynastic struggles of the 11th–12th centuries.
E1199694 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: John Doukas | Statement: [Doukas dynasty, hasMember, John Doukas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Doukas
Context triple: [Doukas dynasty, hasMember, John Doukas]
  • A. Theodore Komnenos Doukas
    Theodore Komnenos Doukas was a 13th-century Byzantine Greek ruler who expanded the power of the Despotate of Epirus and briefly claimed the imperial title as emperor of Thessalonica.
  • B. Andronikos Doukas
    Andronikos Doukas was a prominent 11th-century Byzantine aristocrat and member of the influential Doukas family, closely connected to the imperial Komnenos dynasty.
  • C. Michael VII Doukas
    Michael VII Doukas was a Byzantine emperor who ruled from 1071 to 1078, a period marked by military defeats and internal instability that weakened the empire.
  • D. Michael Palaiologos
    Michael Palaiologos was a member of the Byzantine Palaiologos dynasty, known primarily as a noble relative of Despot Theodore I Palaiologos of the Morea.
  • E. Isaac Komnenos
    Isaac Komnenos was a Byzantine prince and military leader of the Komnenian dynasty, known as the younger brother of Emperor Alexios I Komnenos and a prominent figure in late 11th-century imperial politics.
  • 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: John Doukas
Triple: [Doukas dynasty, hasMember, John Doukas]
Generated description
John Doukas was a prominent Byzantine aristocrat and military leader from the influential Doukas family, active in the political and dynastic struggles of the 11th–12th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Doukas
Target entity description: John Doukas was a prominent Byzantine aristocrat and military leader from the influential Doukas family, active in the political and dynastic struggles of the 11th–12th centuries.
  • A. Theodore Komnenos Doukas
    Theodore Komnenos Doukas was a 13th-century Byzantine Greek ruler who expanded the power of the Despotate of Epirus and briefly claimed the imperial title as emperor of Thessalonica.
  • B. Andronikos Doukas
    Andronikos Doukas was a prominent 11th-century Byzantine aristocrat and member of the influential Doukas family, closely connected to the imperial Komnenos dynasty.
  • C. Michael VII Doukas
    Michael VII Doukas was a Byzantine emperor who ruled from 1071 to 1078, a period marked by military defeats and internal instability that weakened the empire.
  • D. Michael Palaiologos
    Michael Palaiologos was a member of the Byzantine Palaiologos dynasty, known primarily as a noble relative of Despot Theodore I Palaiologos of the Morea.
  • E. Isaac Komnenos
    Isaac Komnenos was a Byzantine prince and military leader of the Komnenian dynasty, known as the younger brother of Emperor Alexios I Komnenos and a prominent figure in late 11th-century imperial politics.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e6399d88190b2c3e781667666d4 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69fffee31b70819092d0583100a7101a completed May 10, 2026, 3:43 a.m.
NEDg Description generation batch_6a00029e85388190bccc4a1996e1738e completed May 10, 2026, 3:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0003031a4c8190887000d0179e07e5 completed May 10, 2026, 4:01 a.m.
Created at: April 10, 2026, 4:12 a.m.