CoinYQ Dossier

The graph moved from pallets to agent memory

OriginTrail did not begin with generative AI. It began by tracing goods, then turned the same question—where did this fact come from?—into a graph protocol. TRAC followed that expansion, but the token still pays and secures infrastructure rather than certifying truth.

A supply-chain company discovers a graph

In 2013 Tomaž Levak, Žiga Drev and Branimir Rakić founded the project around supply-chain transparency. Products and organizations could share records, but each record still needed origin, structure and a way to detect alteration.

The 2017 protocol work and 2018 TRAC launch converted that business problem into an open network. The Ethereum token created a fixed 500 million gross supply; the protocol used economic payment and collateral around replicated data.

This origin matters because later AI language can obscure the durable product: OriginTrail supplies provenance and graph infrastructure. A hash can prove consistency with a prior commitment, not that the underlying statement is honest.

One graph, several chains, two kinds of fuel

As the DKG became multi-chain, TRAC stopped being synonymous with one contract location. Ethereum remained the origin; Base, Gnosis and NeuroWeb acquired distinct representations through different bridge systems.

A DKG transaction consumes TRAC for protocol work and a native coin for chain execution. On Base that is ETH, on Gnosis xDAI, and on NeuroWeb NEURO. NeuroWeb also has its own validator and governance history after the December 2023 parachain rebrand.

Current V10 documentation narrows the live picture: Base and Gnosis are selectable mainnets, while NeuroWeb has no selectable V10 mainnet nodes yet. An ecosystem relationship is not the same as current product availability.

Paranets give way to contexts and conviction

V8 presented Paranets as operator-shaped portions of the DKG, with membership, curation and custom incentive pools. That gave communities autonomy but also meant an operator’s rules and reward token mattered.

V10 reorganizes the public model around private Working Memory, peer Shared Working Memory, on-chain Verifiable Memory and Context Graphs. Publisher conviction prepays a 12-month allowance; staker conviction locks TRAC in NFT positions behind infrastructure nodes.

The reward story has a source: publishing fees. Operator charges come first, and a governance-set treasury cut may come from the staker-bound amount. Longer lock multipliers change weight, not the existence of demand, so the dashboard cannot promise a return.

Permissionless nodes, replaceable contracts

Anyone able to meet requirements can run node software, and independent chains supply their own validators. Yet the EVM core has an administrative spine: the Hub registry decides which module addresses count as the protocol.

Hub source lets its owner or any owner exposed by the custodian replace modules, reinitialize them and forward calls. On-chain reads for the documented Base and Gnosis Hubs resolve to custodian contracts with three listed owners. That control can coordinate upgrades; it is also a trust boundary that the word decentralized does not erase.

Published V10 terms identify a Slovenian developer and deny investment, ownership and guaranteed-return rights, while calling the text a draft for review. A TRAC holder can transfer, publish, stake or delegate under code. The holder does not thereby own OriginTrail, a Paranet, an AI answer or someone else’s Knowledge Asset.

How the project changed

  1. 2013
    The supply-chain project is founded

    Tomaž Levak, Žiga Drev and Branimir Rakić begin work on shared provenance for supply chains.

  2. 2017
    The decentralized protocol takes shape

    The team turns enterprise traceability experience into the OriginTrail network design.

  3. 2018
    TRAC launches on Ethereum

    The original contract establishes the 500,000,000-unit gross supply.

  4. 2022
    White Paper 2.0 separates the layers

    The ecosystem documents TRAC for DKG utility and the parachain token for chain-level operation.

  5. 2023-12
    The parachain becomes NeuroWeb

    A community governance vote transforms the OriginTrail Parachain identity; NEURO remains its native gas token.

  6. 2024
    V8 develops Paranets and Knowledge Assets

    Domain graphs, operator policies, delegated stake and incentives become visible product concepts.

  7. 2025-06-23
    V8.1 begins its reward update

    Random Sampling and TRAC reward changes enter the documented mainnet sequence.

  8. 2026-04
    V10 moves to conviction

    Base and Gnosis receive the new node, Context Graph and conviction model.

Evidence and primary sources

Last evidence review: 2026-09-05

What is OriginTrail?

OriginTrail began in 2013 as a supply-chain transparency company and evolved into an open-source Decentralized Knowledge Graph (DKG). The DKG connects RDF-style statements into identifiable Knowledge Assets so software can inspect provenance and integrity commitments. Its present V10 pitch is shared, verifiable memory for multiple AI agents, not an AI model that decides whether a statement is true.

TRAC is the DKG utility token first issued on Ethereum in 2018 at 0xaa7a9ca87d3694b5755f213b5d04094b8d0f0a6f with a fixed gross supply of 500,000,000. Publishers spend or commit TRAC; Core Nodes and delegators lock it; native gas remains separate. The token therefore meters a service market. It does not itself contain the graph, train a model, or make a data claim accurate.

What problem does OriginTrail solve?

A knowledge graph can make statements linkable without making them trustworthy. OriginTrail adds authorship, ownership identifiers, hashes, node replication and on-chain lifecycle events so an application can ask where a statement came from and whether it changed. Working Memory and Shared Working Memory can remain local or peer-visible; only selected Verifiable Memory reaches the paid on-chain path.

Earlier V8 documentation called topic-specific, independently operated subsets “Paranets” and let operators define policies and incentive pools. V10 documentation instead organizes work through Context Graphs and conviction accounts. The name Paranet remains useful history, but older IPO, operator and reward instructions are not current V10 guarantees.

How does OriginTrail work?

OriginTrail has two technical layers. DKG nodes store, query and replicate graph data; EVM contracts track identities, publishing, verification, staking and rewards. A publisher pays TRAC plus the chosen chain’s gas token. Current V10 mainnet documentation lists Base (ETH gas) and Gnosis (xDAI gas). NeuroWeb is an EVM-enabled Polkadot parachain with NEURO gas and its own validators; the same current page says NeuroWeb V10 mainnet is not yet selectable and has no live V10 nodes.

TRAC originates on Ethereum. The official guide sends users to external bridges for Base and Gnosis and to Snowbridge for NeuroWeb. Base TRAC is 0xa81a52b4dda010896cdd386c7fbdc5cdc835ba23, Gnosis TRAC is 0xEddd81E0792E764501AaE206EB432399a0268DB5, and NeuroWeb maps TRAC at 0xFfFFFFff00000000000000000000000000000001. These are chain-specific representations; the fixed 500 million origin supply does not remove bridge, custody, canonicality or stranded-liquidity risk.

V10 conviction separates demand from supply. Publishers can commit TRAC for a 12-month allowance and discounts; stakers lock TRAC behind a node in transferable NFT positions. Published tiers are no lock 1x, 1 month 1.5x, 3 months 2x, 6 months 3.5x and 12 months 6x. Rewards come from usage fees, after an operator fee set for that node by its administrator and a governance-set treasury fee. The treasury fee defaults to 3%, is capped at 10%, and is dormant until a recipient is configured. No yield is promised.

The contract system is replaceable through its Hub registry rather than a blanket claim of immutable code. The published Hub owner, or an address returned as an owner by the Hub-owner custodian contract, can replace registered contract addresses, reinitialize contracts and forward calls to registered modules. Current Base and Gnosis Hub owners resolve on-chain to custodian contracts returning three owner addresses. This is an upgrade and parameter-control boundary alongside the permissionless node market.

OriginTrail’s V10 terms name OriginTrail d.o.o. in Slovenia as developer and licensor, disclaim ownership or control of independent nodes and chains, and say TRAC is utility rather than an investment. The same text labels itself a draft for community and legal review. It grants no company equity, dividend, redemption, guaranteed reward, claim on treasury assets or ownership of third-party data. Legal classification still depends on applicable law, not the issuer’s label.

Key facts

  • OriginTrail was founded in 2013 by TomaĹž Levak, Ĺ˝iga Drev and Branimir Rakić.
  • TRAC launched on Ethereum in 2018 with a fixed gross supply of 500,000,000.
  • The original Ethereum address is 0xaa7a9ca87d3694b5755f213b5d04094b8d0f0a6f.
  • Current V10 mainnets are Base and Gnosis; current docs say NeuroWeb V10 is not yet selectable.
  • TRAC pays DKG operations; ETH, xDAI or NEURO pays the underlying chain gas.
  • Base, Gnosis and NeuroWeb use different TRAC addresses reached through bridges.
  • Legacy Paranets were operator-defined DKG subsets; V10 centers Context Graphs and conviction accounts.
  • V10 staker positions use lock tiers from no lock 1x to 12 months 6x.
  • The V10 Hub owner/custodian-owner path can replace modules and forward privileged calls.
  • TRAC ownership grants no documented company equity, dividend, redemption, data ownership or guaranteed yield.

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Frequently asked questions

Does TRAC run its own blockchain?

No. TRAC is the DKG utility token across supported chains. Base and Gnosis provide V10 settlement today, while NeuroWeb is a separate parachain whose gas token is NEURO.

Is NeuroWeb the same thing as OriginTrail DKG?

No. NeuroWeb is one underlying blockchain in the ecosystem. DKG is the graph and node protocol that can deploy across chains. Current V10 docs say NeuroWeb is not yet selectable for V10 mainnet.

What happened to Paranets?

V8 used Paranets for domain-specific graph subsets and custom incentives. Current V10 material centers Context Graphs and conviction accounts, so old Paranet operating instructions should be read as legacy design.

Can more than 500 million TRAC be minted?

Official materials define 500 million as the fixed origin supply. Bridged representations exist on other chains; users must assess whether bridge accounting preserves one canonical economic supply.

Why do I need two tokens on NeuroWeb?

TRAC pays or secures DKG activity. NEURO is the parachain’s native gas and network token. Holding one does not substitute for the other function.

Is staking yield fixed?

No. Rewards depend on publishing fees, position weight, node performance and fees. The published terms expressly deny a guaranteed or minimum return.

Are the DKG contracts immutable?

No. The Hub owner or a listed custodian owner can change registered module addresses, reinitialize modules and forward calls. Node software and chain validators form separate control surfaces.

Does buying TRAC give ownership of OriginTrail or its data?

No. The reviewed code and terms provide token transfer and protocol-use capabilities, not shares, dividends, redemption, intellectual property or ownership of data published by others.

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