Triple
T2055596
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roman army |
E45664
|
entity |
| Predicate | underwentReformBy |
P5053
|
FINISHED |
| Object | Gaius Marius |
E36809
|
NE FINISHED |
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: Gaius Marius | Statement: [Roman army, underwentReformBy, Gaius Marius]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gaius Marius Context triple: [Roman army, underwentReformBy, Gaius Marius]
-
A.
Gaius Marius
chosen
Gaius Marius was a powerful Roman general and statesman whose military reforms and unprecedented seven consulships profoundly reshaped the late Roman Republic.
-
B.
Lucius Cornelius Sulla
Lucius Cornelius Sulla was a Roman general and statesman who became dictator, known for his civil war victory, constitutional reforms, and infamous proscriptions.
-
C.
Quintus Lutatius Catulus
Quintus Lutatius Catulus was a prominent late Roman Republic statesman and general, known for his conservative politics, rivalry with Gaius Marius, and role in the Social and civil wars.
-
D.
Pompey the Great
Pompey the Great was a prominent Roman general and statesman of the late Republic, known for his military conquests, political alliance and rivalry with Julius Caesar, and pivotal role in Rome’s transition from republic to empire.
-
E.
Quintus Caecilius Metellus Numidicus
Quintus Caecilius Metellus Numidicus was a prominent Roman general and statesman of the late Republic, noted for his aristocratic leadership in the Jugurthine War and his opposition to the rising power of Gaius Marius.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: underwentReformBy Context triple: [Roman army, underwentReformBy, Gaius Marius]
-
A.
isPartOfReform
Indicates that an action, measure, or component belongs to, contributes to, or is included within a broader reform initiative or process.
-
B.
notableReform
chosen
Indicates that an entity is recognized for having initiated, led, or been central to a significant reform or transformative change in a system, policy, or institution.
-
C.
reform
Indicates bringing about significant changes to an existing system, practice, or entity in order to improve or correct it.
-
D.
hasReformEffort
Indicates that an entity undertakes, is involved in, or is the subject of a deliberate effort to change, improve, or restructure a system, policy, or practice.
-
E.
hadRankStructureReformedIn
Indicates that an entity’s rank structure was reorganized, modified, or reformed during a specified time or in a specified context.
- F. None of above.
Provenance (4 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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9a9ce548190a5a3488fafb2e79e |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea84704a08190ac2ddf0370587f14 |
completed | March 9, 2026, 11 a.m. |
| PD | Predicate disambiguation | batch_69abb7ad5a7c8190b92575d6053b3fb7 |
completed | March 7, 2026, 5:29 a.m. |
Created at: March 4, 2026, 7:40 p.m.