Triple

T15263738
Position Surface form Disambiguated ID Type / Status
Subject EIP-1559 E364846 entity
Predicate activationNetworkUpgrade P23568 FINISHED
Object London hard fork
The London hard fork is a major Ethereum network upgrade that, among other changes, introduced the EIP-1559 fee mechanism to restructure transaction fees and improve fee predictability.
E1147419 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: London hard fork | Statement: [EIP-1559, activationNetworkUpgrade, London hard fork]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: London hard fork
Context triple: [EIP-1559, activationNetworkUpgrade, London hard fork]
  • A. SegWit2x
    SegWit2x was a proposed Bitcoin protocol upgrade that aimed to combine the activation of Segregated Witness with a subsequent increase in the block size limit, but it was ultimately canceled due to lack of consensus in the community.
  • B. The Merge
    The Merge was Ethereum’s landmark transition from proof-of-work to proof-of-stake consensus, fundamentally altering its security model, energy usage, and ETH issuance dynamics.
  • C. The DAO hack
    The DAO hack was a 2016 exploit of a major Ethereum-based investment fund smart contract that led to the theft of millions of ether and ultimately prompted a controversial hard fork of the Ethereum blockchain.
  • D. Terra Classic
    Terra Classic is the original version of the Terra blockchain network, best known for its algorithmic stablecoin ecosystem and the subsequent collapse that led to the creation of a new Terra chain.
  • E. Taproot
    Taproot is an American alternative metal band known for its melodic yet heavy sound and early-2000s presence in the nu metal scene.
  • 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: London hard fork
Triple: [EIP-1559, activationNetworkUpgrade, London hard fork]
Generated description
The London hard fork is a major Ethereum network upgrade that, among other changes, introduced the EIP-1559 fee mechanism to restructure transaction fees and improve fee predictability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: London hard fork
Target entity description: The London hard fork is a major Ethereum network upgrade that, among other changes, introduced the EIP-1559 fee mechanism to restructure transaction fees and improve fee predictability.
  • A. SegWit2x
    SegWit2x was a proposed Bitcoin protocol upgrade that aimed to combine the activation of Segregated Witness with a subsequent increase in the block size limit, but it was ultimately canceled due to lack of consensus in the community.
  • B. The Merge
    The Merge was Ethereum’s landmark transition from proof-of-work to proof-of-stake consensus, fundamentally altering its security model, energy usage, and ETH issuance dynamics.
  • C. The DAO hack
    The DAO hack was a 2016 exploit of a major Ethereum-based investment fund smart contract that led to the theft of millions of ether and ultimately prompted a controversial hard fork of the Ethereum blockchain.
  • D. Terra Classic
    Terra Classic is the original version of the Terra blockchain network, best known for its algorithmic stablecoin ecosystem and the subsequent collapse that led to the creation of a new Terra chain.
  • E. Taproot
    Taproot is an American alternative metal band known for its melodic yet heavy sound and early-2000s presence in the nu metal scene.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: activationNetworkUpgrade
Context triple: [EIP-1559, activationNetworkUpgrade, London hard fork]
  • A. upgradeType chosen
    Indicates the specific kind or category of improvement or enhancement applied to an entity relative to its previous state.
  • B. upgradeTechnology
    Indicates improving or replacing existing technology with a more advanced, efficient, or capable version.
  • C. upgradeStatus
    Indicates the current state or progress of an upgrade process applied to an entity.
  • D. upgradeProgram
    Indicates that one entity improves, enhances, or replaces another entity’s program with a more advanced or updated version.
  • E. upgradingAgency
    Indicates that one entity is responsible for improving, modernizing, or enhancing another entity, typically by providing an upgraded version or higher level of service.
  • F. None of above.

Provenance (6 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0084fed0481908e452c89cba2be82 completed April 15, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5fdc21881909d87062db6fb8fb7 completed May 9, 2026, 7:45 a.m.
NEDg Description generation batch_69fee714cf6c81908dc4427590eeae85 completed May 9, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69feeae4731081909964bd8b1ea3dd7a completed May 9, 2026, 8:05 a.m.
PD Predicate disambiguation batch_69deca8d1bd48190a4b94f29b425e335 completed April 14, 2026, 11:15 p.m.
Created at: April 10, 2026, 3:14 a.m.