NumTrace: Auditing the Number Provenance of Financial Analyst Agents.

arXiv:2610.34887v1 Announce Type: cross Abstract: A numerical claim generated by a financial analyst agent can match a number in a company filing but refer to the wrong entity, concept, period, unit or scope. A check based on reference answers can mark such an