Triple
T6802530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justinianic reforms |
E156218
|
entity |
| Predicate | implementedBy |
P172
|
FINISHED |
| Object |
Justinianic commissioners
Justinianic commissioners were imperial officials appointed by Emperor Justinian I to draft, codify, and enforce his sweeping legal and administrative reforms across the Byzantine Empire.
|
E620697
|
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: Justinianic commissioners | Statement: [Justinianic reforms, implementedBy, Justinianic commissioners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justinianic commissioners Context triple: [Justinianic reforms, implementedBy, Justinianic commissioners]
-
A.
Justinianic reforms
The Justinianic reforms were a comprehensive series of legal, administrative, and fiscal changes under the Byzantine emperor Justinian I that sought to centralize imperial authority and systematically codify Roman law.
-
B.
Institutes of Justinian
The Institutes of Justinian is a 6th-century Roman legal textbook that systematically presents and explains the principles of Roman law as part of Emperor Justinian I’s codification project.
-
C.
Heraclius (chamberlain)
Heraclius was a late Roman imperial chamberlain known for orchestrating the assassination of Western Roman Emperor Valentinian III in 455 AD.
-
D.
Aetius of Antioch
Aetius of Antioch was a 4th-century Christian theologian and radical Arian thinker whose teachings laid the foundations for the Eunomian (Anomoean) movement.
-
E.
Marcianus
Marcianus was a late Roman imperial prince, known primarily as the son of Western Roman Emperor Anthemius.
- 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: Justinianic commissioners Triple: [Justinianic reforms, implementedBy, Justinianic commissioners]
Generated description
Justinianic commissioners were imperial officials appointed by Emperor Justinian I to draft, codify, and enforce his sweeping legal and administrative reforms across the Byzantine Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justinianic commissioners Target entity description: Justinianic commissioners were imperial officials appointed by Emperor Justinian I to draft, codify, and enforce his sweeping legal and administrative reforms across the Byzantine Empire.
-
A.
Justinianic reforms
The Justinianic reforms were a comprehensive series of legal, administrative, and fiscal changes under the Byzantine emperor Justinian I that sought to centralize imperial authority and systematically codify Roman law.
-
B.
Institutes of Justinian
The Institutes of Justinian is a 6th-century Roman legal textbook that systematically presents and explains the principles of Roman law as part of Emperor Justinian I’s codification project.
-
C.
Heraclius (chamberlain)
Heraclius was a late Roman imperial chamberlain known for orchestrating the assassination of Western Roman Emperor Valentinian III in 455 AD.
-
D.
Aetius of Antioch
Aetius of Antioch was a 4th-century Christian theologian and radical Arian thinker whose teachings laid the foundations for the Eunomian (Anomoean) movement.
-
E.
Marcianus
Marcianus was a late Roman imperial prince, known primarily as the son of Western Roman Emperor Anthemius.
- 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_69c68826e6a48190a3d220b541e639de |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2e714d4819084c8109c4de7de72 |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a9b0cc48190819380aeaf0228e7 |
completed | March 28, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69c71d64c2fc8190abda8b5a0f57291b |
completed | March 28, 2026, 12:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71f3d4b8081908768c79642266431 |
completed | March 28, 2026, 12:22 a.m. |
Created at: March 27, 2026, 2:16 p.m.