Triple

T15603253
Position Surface form Disambiguated ID Type / Status
Subject Doukas dynasty E375086 entity
Predicate hasMember P10 FINISHED
Object 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.
E1195675 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: Michael VII Doukas | Statement: [Doukas dynasty, hasMember, Michael VII Doukas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael VII Doukas
Context triple: [Doukas dynasty, hasMember, Michael VII Doukas]
  • A. Michael I Komnenos Doukas
    Michael I Komnenos Doukas was a Byzantine Greek nobleman and military leader who established an independent successor state in Epirus following the Fourth Crusade.
  • B. Michael II Komnenos Doukas
    Michael II Komnenos Doukas was a 13th-century Greek ruler who expanded and consolidated the power of the Despotate of Epirus in the fragmented political landscape following the Fourth Crusade.
  • C. John III Doukas Vatatzes
    John III Doukas Vatatzes was a 13th-century Byzantine emperor of Nicaea renowned for restoring stability, economic prosperity, and military strength to the exiled Byzantine state.
  • D. Constantine X Doukas
    Constantine X Doukas was a Byzantine emperor (r. 1059–1067) whose reign was marked by military decline and internal administrative challenges within the Eastern Roman Empire.
  • E. Byzantine Emperor Alexios III Angelos
    Byzantine Emperor Alexios III Angelos was a late 12th- to early 13th-century ruler of the Byzantine Empire whose weak leadership and mismanagement contributed to the empire’s decline and the events leading up to the Fourth Crusade.
  • 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: Michael VII Doukas
Triple: [Doukas dynasty, hasMember, Michael VII Doukas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael VII Doukas
Target entity description: 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.
  • A. Michael I Komnenos Doukas
    Michael I Komnenos Doukas was a Byzantine Greek nobleman and military leader who established an independent successor state in Epirus following the Fourth Crusade.
  • B. Michael II Komnenos Doukas
    Michael II Komnenos Doukas was a 13th-century Greek ruler who expanded and consolidated the power of the Despotate of Epirus in the fragmented political landscape following the Fourth Crusade.
  • C. John III Doukas Vatatzes
    John III Doukas Vatatzes was a 13th-century Byzantine emperor of Nicaea renowned for restoring stability, economic prosperity, and military strength to the exiled Byzantine state.
  • D. Constantine X Doukas
    Constantine X Doukas was a Byzantine emperor (r. 1059–1067) whose reign was marked by military decline and internal administrative challenges within the Eastern Roman Empire.
  • E. Byzantine Emperor Alexios III Angelos
    Byzantine Emperor Alexios III Angelos was a late 12th- to early 13th-century ruler of the Byzantine Empire whose weak leadership and mismanagement contributed to the empire’s decline and the events leading up to the Fourth Crusade.
  • 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_69fff28d38a4819085bf051b566c17e7 completed May 10, 2026, 2:50 a.m.
NEDg Description generation batch_69fff39371648190b3f694df00ff4f3e completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff47a52cc8190b0ad7c37ea444159 completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 4:12 a.m.