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.