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.