Triple

T3524645
Position Surface form Disambiguated ID Type / Status
Subject Ethereum blockchain E74507 entity
Predicate networkUpgrade P30191 FINISHED
Object Dencun
Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
 E364857 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: Dencun | Statement: [Ethereum blockchain, networkUpgrade, Dencun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dencun
Context triple: [Ethereum blockchain, networkUpgrade, Dencun]
  • A. Durosoke
    Durosoke is a popular Yoruba-language hip-hop single by Nigerian rapper Olamide, known for its catchy delivery and street-inspired lyrics.
  • B. Denio
    Denio is a small unincorporated community in northern Nevada near the Oregon border, known for its remote high-desert setting and ranching heritage.
  • C. Doncieux
    Doncieux is a French surname most notably associated with Camille Doncieux, the first wife and frequent model of painter Claude Monet.
  • D. Dixinn
    Dixinn is an urban commune and key administrative district within the capital city of Conakry in Guinea.
  • E. Dainzú
    Dainzú is an ancient Zapotec archaeological site in Oaxaca, Mexico, notable for its terraced architecture and carved stone reliefs depicting ballgame scenes.
  • 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: Dencun
Triple: [Ethereum blockchain, networkUpgrade, Dencun]
Generated description
Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dencun
Target entity description: Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
  • A. Durosoke
    Durosoke is a popular Yoruba-language hip-hop single by Nigerian rapper Olamide, known for its catchy delivery and street-inspired lyrics.
  • B. Denio
    Denio is a small unincorporated community in northern Nevada near the Oregon border, known for its remote high-desert setting and ranching heritage.
  • C. Doncieux
    Doncieux is a French surname most notably associated with Camille Doncieux, the first wife and frequent model of painter Claude Monet.
  • D. Dixinn
    Dixinn is an urban commune and key administrative district within the capital city of Conakry in Guinea.
  • E. Dainzú
    Dainzú is an ancient Zapotec archaeological site in Oaxaca, Mexico, notable for its terraced architecture and carved stone reliefs depicting ballgame scenes.
  • 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.