Triple

T19240371
Position Surface form Disambiguated ID Type / Status
Subject Byzantine theme of Thrace E481115 entity
Predicate establishedAfter P1102 FINISHED
Object Heraclian military reforms 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: Heraclian military reforms | Statement: [Byzantine theme of Thrace, establishedAfter, Heraclian military reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heraclian military reforms
Context triple: [Byzantine theme of Thrace, establishedAfter, Heraclian military reforms]
  • A. Iphicratean reforms
    The Iphicratean reforms were a set of military innovations in 4th-century BCE Athens, attributed to the general Iphicrates, that re-equipped and reorganized peltast infantry to enhance their effectiveness against traditional hoplite forces.
  • B. Servian reforms
    The Servian reforms were a set of early Roman constitutional and military changes that reorganized citizens into classes based on wealth, reshaping Rome’s army, voting assemblies, and social structure.
  • C. Diocletianic reforms
    The Diocletianic reforms were a comprehensive series of administrative, military, economic, and fiscal changes introduced by the Roman emperor Diocletian in the late 3rd and early 4th centuries to stabilize and restructure the Roman Empire.
  • D. 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.
  • E. Gracchan reforms
    The Gracchan reforms were a series of radical social and agrarian measures in the late Roman Republic, led by the tribunes Tiberius and Gaius Gracchus, aimed at redistributing land and curbing elite power, which intensified political conflict and set precedents for later upheavals.
  • 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: Heraclian military reforms
Target entity description: The Heraclian military reforms were a series of 7th-century changes in the Byzantine Empire that reorganized its armed forces into regional, landholding soldier units (themes) to better defend against external threats and internal instability.
  • A. Iphicratean reforms
    The Iphicratean reforms were a set of military innovations in 4th-century BCE Athens, attributed to the general Iphicrates, that re-equipped and reorganized peltast infantry to enhance their effectiveness against traditional hoplite forces.
  • B. Servian reforms
    The Servian reforms were a set of early Roman constitutional and military changes that reorganized citizens into classes based on wealth, reshaping Rome’s army, voting assemblies, and social structure.
  • C. Diocletianic reforms
    The Diocletianic reforms were a comprehensive series of administrative, military, economic, and fiscal changes introduced by the Roman emperor Diocletian in the late 3rd and early 4th centuries to stabilize and restructure the Roman Empire.
  • D. 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.
  • E. Gracchan reforms
    The Gracchan reforms were a series of radical social and agrarian measures in the late Roman Republic, led by the tribunes Tiberius and Gaius Gracchus, aimed at redistributing land and curbing elite power, which intensified political conflict and set precedents for later upheavals.
  • 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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5faf092fc8190bea90739bf7f6352 completed April 20, 2026, 10:07 a.m.
Created at: April 10, 2026, 1:26 p.m.