Triple

T8489558
Position Surface form Disambiguated ID Type / Status
Subject Constantius Chlorus E200932 entity
Predicate fullName P16 FINISHED
Object Flavius Valerius Constantius
Flavius Valerius Constantius, better known as Constantius Chlorus, was a Roman emperor of the Tetrarchy and the father of Constantine the Great.
 E765504 NE FINISHED

How this triple was built (4 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: Flavius Valerius Constantius | Statement: [Constantius Chlorus, fullName, Flavius Valerius Constantius]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flavius Valerius Constantius
Context triple: [Constantius Chlorus, fullName, Flavius Valerius Constantius]
  • A. Flavius Claudius Constantinus
    Flavius Claudius Constantinus, better known as Constantine II, was a 4th-century Roman emperor and son of Constantine the Great who ruled parts of the Western Roman Empire.
  • B. Julius Constantius
    Julius Constantius was a 4th-century Roman nobleman and half-brother of Emperor Constantine the Great, notable as a member of the Constantinian imperial dynasty.
  • C. Constantine
    Constantine is a historic northeastern Algerian city famed for its dramatic bridges spanning deep gorges and its role as a major cultural and economic center.
  • D. Constantine
    Constantine is a masculine given name of Greek and Latin origin, historically borne by several Roman and Byzantine emperors and various Christian saints.
  • E. Constantine
    "Constantine" is a 2005 supernatural action-horror film starring Keanu Reeves as occult detective John Constantine, based on DC Comics' Hellblazer series.
  • 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: Flavius Valerius Constantius
Triple: [Constantius Chlorus, fullName, Flavius Valerius Constantius]
Generated description
Flavius Valerius Constantius, better known as Constantius Chlorus, was a Roman emperor of the Tetrarchy and the father of Constantine the Great.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flavius Valerius Constantius
Target entity description: Flavius Valerius Constantius, better known as Constantius Chlorus, was a Roman emperor of the Tetrarchy and the father of Constantine the Great.
  • A. Flavius Claudius Constantinus
    Flavius Claudius Constantinus, better known as Constantine II, was a 4th-century Roman emperor and son of Constantine the Great who ruled parts of the Western Roman Empire.
  • B. Julius Constantius
    Julius Constantius was a 4th-century Roman nobleman and half-brother of Emperor Constantine the Great, notable as a member of the Constantinian imperial dynasty.
  • C. Constantine
    Constantine is a masculine given name of Greek and Latin origin, historically borne by several Roman and Byzantine emperors and various Christian saints.
  • D. Constantine
    Constantine is a historic northeastern Algerian city famed for its dramatic bridges spanning deep gorges and its role as a major cultural and economic center.
  • E. Constantine
    "Constantine" is a 2005 supernatural action-horror film starring Keanu Reeves as occult detective John Constantine, based on DC Comics' Hellblazer series.
  • F. None of above. chosen

Provenance (5 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5596f1c8190aead21a245f21c07 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfb9f030fc8190961bcb067350e3e6 completed April 3, 2026, 1 p.m.
NEDg Description generation batch_69cfbacea9408190a38f14817437c382 completed April 3, 2026, 1:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfbb6235148190850865a734d55a6c completed April 3, 2026, 1:06 p.m.
Created at: March 30, 2026, 6:13 p.m.