Heterogeneous Fenton-like systems have great potential in eliminating organic substances (such as CECs) from water matrices, which has been extensively explored in recent decades. In contrast, other emerging technologies such as electrocatalysis and photocatalysis, unlike heterogeneous Fenton-like processes, depend on external energy sources such as light irradiation or electricity. Heterogeneous Fenton-like technology, however, has no strict energy dependence. Meanwhile, compared with the continuous electricity consumption of electrocatalysis and the reliance of photocatalysis on specific light sources, the operating cost of heterogeneous Fenton-like technology is more manageable, making it particularly suitable for large-scale engineering applications. Researchers have mostly focused on improving the catalytic performance of heterogeneous Fenton-like systems by regulating the composition [
11], size [
12], coordination environment [
13], and electronic structure [
14] of heterogeneous catalysts [
15]. However, in heterogeneous catalytic oxidation systems based on hydrogen peroxide (H
2O
2), persulfate (PS), high-valent metals, and non-metals, the degradation of organic substances does not always proceed through mineralization pathways. Studies have demonstrated that in heterogeneous Fenton-like systems, oxidative polymerization and mineralization are the two primary pathways for the transformation of organic pollutants, with fundamental differences in their reaction mechanisms and final products. Mineralization is a process in which the carbon skeletons of organic pollutants are completely disassembled under the combined action of oxidants and catalysts, ultimately converting them entirely into inorganic substances such as carbon dioxide and water [
16–
18]. Similar to the traditional Fenton reaction, the hydroxyl radicals (
•OH) generated exhibit strong oxidizing properties, capable of gradually oxidizing and decomposing organic pollutants until complete mineralization is achieved [
19]. In contrast, oxidative polymerization refers to the coupling reactions between organic pollutant molecules driven by free radicals or non-radical reactive species, leading to the formation of polymers [
20]. During this process, the carbon skeletons of organic pollutants are not completely broken; instead, they form polymers with larger molecular weights through chemical bond linkages [
21]. For example, in the metal oxyhalide (MOX)/H
2O
2 system, under specific conditions, pollutants are not decomposed but polymerized through electron transfer, and the generated solid polymers will adhere to the surface of the catalyst [
22]. In simple terms, mineralization is deep oxidation with the aim of completely removing organic pollutants; while oxidative polymerization focuses more on the transformation of organic pollutants to achieve the recycling of carbon resources. Compared with the mineralization pathway, the polymerization reaction has lower requirements for oxidation capacity (potential). Studies have shown that in heterogeneous catalytic systems involving H
2O
2, peroxymonosulfate (PMS) and peroxydisulfate (PDS), the generation of highly oxidizing species such as
•OH and sulfate radicals (SO
4•−) is challenging, resulting in the occurrence of numerous weaker oxidation and selective non-radical mechanisms during pollutant oxidation, such as singlet oxygen (
1O
2) [
23], electron transfer processes (ETP) [
24–
26], and high-valent metal oxides (HVMO) [
26–
28]. Therefore, in the weakly oxidizing environment of heterogeneous catalytic oxidation systems, once the reaction conditions are met, the polymerization pathway should have a higher priority than the mineralization pathway [
21]. In the research of Gao
et al., the Mn
3O
4/ACNT/PMS system improved the path selectivity of oligomers through spatial nano-refinement, redirecting the carbon evolution pathway from molecular fragmentation to polymerization, thus achieving energy harvesting and sustainable water purification [
29]. Meanwhile, compared with electrocatalytic and photocatalytic technologies, heterogeneous Fenton-like technology can regulate the types and concentrations of free radicals through the selection of oxidant species and catalyst types, facilitating the coupling formation of polymers either in the solution phase or at the catalyst interface. In contrast, photogenerated free radicals tend to recombine on the catalyst surface, resulting in low concentrations of free radicals in the solution phase, which makes it difficult to drive the formation of long-chain polymers. For electrocatalysis, free radicals are mainly generated on the electrode surface, and mass transfer limitations in the solution phase may lead to the deposition of polymers on the electrode surface, causing electrode passivation.