Triple

T6497303
Position Surface form Disambiguated ID Type / Status
Subject Constans II E148789 entity
Predicate alsoKnownAs P39 FINISHED
Object Heraclius Constantine
Heraclius Constantine, better known as Constans II, was a 7th-century Byzantine emperor noted for his military campaigns against the Arabs and internal religious conflicts over Monothelitism.
 E614862 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: Heraclius Constantine | Statement: [Constans II, alsoKnownAs, Heraclius Constantine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heraclius Constantine
Context triple: [Constans II, alsoKnownAs, Heraclius Constantine]
  • A. Heraclius
    Heraclius was a 7th-century Byzantine emperor best known for his military campaigns against the Sassanian Persians and early Muslim armies, as well as for reorganizing the empire’s administration and army during a period of major crisis.
  • B. Emperor Constantine IV
    Emperor Constantine IV was a 7th-century Byzantine emperor known for defending Constantinople against Arab sieges and for his role in resolving the Monothelite controversy within the Christian Church.
  • C. Leo III the Isaurian
    Leo III the Isaurian was an 8th-century Byzantine emperor best known for initiating the first phase of Byzantine Iconoclasm and stabilizing the empire against external threats.
  • D. Emperor Maurice
    Emperor Maurice was a late 6th-century Byzantine emperor known for his military campaigns, administrative reforms, and efforts to stabilize and defend the Eastern Roman Empire.
  • E. Emperor Phocas
    Emperor Phocas was a Byzantine ruler (reigned 602–610) known for his violent usurpation of the throne, oppressive and chaotic rule, and eventual overthrow by Heraclius.
  • 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: Heraclius Constantine
Triple: [Constans II, alsoKnownAs, Heraclius Constantine]
Generated description
Heraclius Constantine, better known as Constans II, was a 7th-century Byzantine emperor noted for his military campaigns against the Arabs and internal religious conflicts over Monothelitism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heraclius Constantine
Target entity description: Heraclius Constantine, better known as Constans II, was a 7th-century Byzantine emperor noted for his military campaigns against the Arabs and internal religious conflicts over Monothelitism.
  • A. Heraclius
    Heraclius was a 7th-century Byzantine emperor best known for his military campaigns against the Sassanian Persians and early Muslim armies, as well as for reorganizing the empire’s administration and army during a period of major crisis.
  • B. Emperor Constantine IV
    Emperor Constantine IV was a 7th-century Byzantine emperor known for defending Constantinople against Arab sieges and for his role in resolving the Monothelite controversy within the Christian Church.
  • C. Leo III the Isaurian
    Leo III the Isaurian was an 8th-century Byzantine emperor best known for initiating the first phase of Byzantine Iconoclasm and stabilizing the empire against external threats.
  • D. Emperor Maurice
    Emperor Maurice was a late 6th-century Byzantine emperor known for his military campaigns, administrative reforms, and efforts to stabilize and defend the Eastern Roman Empire.
  • E. Emperor Phocas
    Emperor Phocas was a Byzantine ruler (reigned 602–610) known for his violent usurpation of the throne, oppressive and chaotic rule, and eventual overthrow by Heraclius.
  • 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_69c687e9ad288190bae5bcac9c8ac855 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c68ace80108190804a835bc646b2b2 completed March 27, 2026, 1:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70adfd6e48190badc31135f9b69a3 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70bb0714c819094e80a2dfc960c99 completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70c51e0148190be64afb56690b34f completed March 27, 2026, 11:01 p.m.
Created at: March 27, 2026, 1:41 p.m.