Triple

T3524638
Position Surface form Disambiguated ID Type / Status
Subject Ethereum blockchain E74507 entity
Predicate networkUpgrade P30191 FINISHED
Object Byzantium
Byzantium was a major Ethereum network upgrade that introduced significant improvements to smart contract functionality, security, and transaction efficiency as part of the platform’s ongoing development roadmap.
E364856 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: Byzantium | Statement: [Ethereum blockchain, networkUpgrade, Byzantium]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Byzantium
Context triple: [Ethereum blockchain, networkUpgrade, Byzantium]
  • A. Byzantium
    Byzantium was an ancient Greek city on the Bosporus that later became the Roman and Byzantine imperial capital of Constantinople, now Istanbul.
  • B. Byzantine Empire
    The Byzantine Empire was the eastern continuation of the Roman Empire, centered on Constantinople, renowned for its Orthodox Christian culture, Greek-speaking administration, and preservation of classical knowledge through the Middle Ages.
  • C. Byzas
    Byzas is the legendary Greek founder of the ancient city of Byzantium, later known as Constantinople and Istanbul.
  • D. Kingdom of the Bosporus
    The Kingdom of the Bosporus was an ancient Greco-Scythian state centered around the Cimmerian Bosporus (modern Kerch Strait), known as a wealthy trading hub linking the Greek world with the Eurasian steppe.
  • E. Empire of Nicaea
    The Empire of Nicaea was a Byzantine Greek successor state founded after the Fourth Crusade that became the principal center of Byzantine resistance and ultimately restored the Byzantine Empire by recapturing Constantinople in 1261.
  • 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: Byzantium
Triple: [Ethereum blockchain, networkUpgrade, Byzantium]
Generated description
Byzantium was a major Ethereum network upgrade that introduced significant improvements to smart contract functionality, security, and transaction efficiency as part of the platform’s ongoing development roadmap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Byzantium
Target entity description: Byzantium was a major Ethereum network upgrade that introduced significant improvements to smart contract functionality, security, and transaction efficiency as part of the platform’s ongoing development roadmap.
  • A. Byzantium
    Byzantium was an ancient Greek city on the Bosporus that later became the Roman and Byzantine imperial capital of Constantinople, now Istanbul.
  • B. Byzantine Empire
    The Byzantine Empire was the eastern continuation of the Roman Empire, centered on Constantinople, renowned for its Orthodox Christian culture, Greek-speaking administration, and preservation of classical knowledge through the Middle Ages.
  • C. Byzas
    Byzas is the legendary Greek founder of the ancient city of Byzantium, later known as Constantinople and Istanbul.
  • D. Kingdom of the Bosporus
    The Kingdom of the Bosporus was an ancient Greco-Scythian state centered around the Cimmerian Bosporus (modern Kerch Strait), known as a wealthy trading hub linking the Greek world with the Eurasian steppe.
  • E. Empire of Nicaea
    The Empire of Nicaea was a Byzantine Greek successor state founded after the Fourth Crusade that became the principal center of Byzantine resistance and ultimately restored the Byzantine Empire by recapturing Constantinople in 1261.
  • 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_69ad85d0c5488190a3d8e02ebd01a1aa completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc68b15881909b407486946ec3c5 completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e8ae87481909eabd5847fbfa617 completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37eecfe0881909265b48c624be61f completed March 13, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_69b37f5574b08190bdde80b47f2cb99c completed March 13, 2026, 3:07 a.m.
Created at: March 8, 2026, 3:19 p.m.