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AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis

First seen · 7/31/2026, 12:00 PMLatest activity · 7/31/2026, 12:00 PM

AskChem reframes chemistry literature search around provenance-carrying atomic claims rather than ranked papers. Each claim is typed and linked to a source DOI plus a verbatim quote or explicit evidence locator. The system combines a stabilized faceted taxonomy, an evidence graph, and an exploratory living taxonomy for cross-paper retrieval and synthesis. It currently indexes 2.4 million claims from 147,000 papers and offers web, REST, SDK, and MCP interfaces. On AskChem-Bench, the authors report that grounding a GPT-5.5 reader with AskChem produced 100% resolvable DOIs, versus 88.3% without retrieval, and the highest citation density among five tested systems.

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  1. AggregatorHuggingFace Daily Papers7/31, 12:00 PMnot independentRepresentative
    AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis