Triple
T543526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Roman Empire |
E12682
|
entity |
| Predicate | militaryLeader |
P15490
|
FINISHED |
| Object |
Stilicho
Stilicho was a prominent late Roman general and statesman of Vandal descent who effectively ruled the Western Roman Empire as regent during the reign of Emperor Honorius.
|
E73055
|
NE FINISHED |
How this triple was built (5 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: Stilicho | Statement: [Western Roman Empire, militaryLeader, Stilicho]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stilicho Context triple: [Western Roman Empire, militaryLeader, Stilicho]
-
A.
Olybrius
Olybrius was a short-lived 5th-century Western Roman emperor whose brief reign in 472 occurred during the empire’s final period of political fragmentation and decline.
-
B.
Majorian
Majorian was a 5th-century Western Roman emperor noted for his energetic but ultimately unsuccessful efforts to restore the crumbling empire through military campaigns and administrative reforms.
-
C.
Genseric
Genseric was the powerful Vandal king who ruled North Africa in the 5th century and became infamous for leading the Vandals in the plundering of Rome in 455.
-
D.
Avitus
Avitus was a short-reigned 5th-century Western Roman emperor whose rule was marked by political instability and the empire’s accelerating decline.
-
E.
Valentinian III
Valentinian III was a 5th-century Western Roman emperor whose long but troubled reign was marked by internal power struggles and the empire’s accelerating decline in the West.
- 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: Stilicho Triple: [Western Roman Empire, militaryLeader, Stilicho]
Generated description
Stilicho was a prominent late Roman general and statesman of Vandal descent who effectively ruled the Western Roman Empire as regent during the reign of Emperor Honorius.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stilicho Target entity description: Stilicho was a prominent late Roman general and statesman of Vandal descent who effectively ruled the Western Roman Empire as regent during the reign of Emperor Honorius.
-
A.
Olybrius
Olybrius was a short-lived 5th-century Western Roman emperor whose brief reign in 472 occurred during the empire’s final period of political fragmentation and decline.
-
B.
Majorian
Majorian was a 5th-century Western Roman emperor noted for his energetic but ultimately unsuccessful efforts to restore the crumbling empire through military campaigns and administrative reforms.
-
C.
Genseric
Genseric was the powerful Vandal king who ruled North Africa in the 5th century and became infamous for leading the Vandals in the plundering of Rome in 455.
-
D.
Avitus
Avitus was a short-reigned 5th-century Western Roman emperor whose rule was marked by political instability and the empire’s accelerating decline.
-
E.
Valentinian III
Valentinian III was a 5th-century Western Roman emperor whose long but troubled reign was marked by internal power struggles and the empire’s accelerating decline in the West.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: militaryLeader Context triple: [Western Roman Empire, militaryLeader, Stilicho]
-
A.
belligerentLeader
Indicates that an entity serves as a leader or authority figure of a party engaged in a conflict, war, or hostile confrontation.
-
B.
notableCommanderAllies
Indicates that the subject commander has notable allied commanders with whom they are significantly associated or have cooperated.
-
C.
countryLeaderOf
Indicates that one entity serves as the head of state or government of the specified country.
-
D.
politicalLeaderBehind
Indicates that a political leader is the driving force or primary influence behind a particular action, decision, policy, or event.
-
E.
mainLeaders
Indicates that the referenced entities serve as the primary or most important leaders within a group, organization, or context.
- F. None of above. chosen
Provenance (7 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4986250508190ac91cfdf7d57073d |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a50e219c788190888ef02fad09096e |
completed | March 2, 2026, 4:12 a.m. |
| NEDg | Description generation | batch_69a50e8f3be48190afff999bc3fa9f8a |
completed | March 2, 2026, 4:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a50ee34654819097bc0f70bd59de4d |
completed | March 2, 2026, 4:15 a.m. |
| PD | Predicate disambiguation | batch_69a494b8098481908097228db8ad0262 |
completed | March 1, 2026, 7:34 p.m. |
| PDg | Predicate description generation | batch_69a49858abd48190bd4b002a93e4a908 |
completed | March 1, 2026, 7:49 p.m. |
Created at: March 1, 2026, 7:32 p.m.