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.