Classical information-fusion research cites NATO's STANAG doctrine explicitly, by number — the two-axis source model is inherited there, not independently rediscovered

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Besombes, Cholvy & Dragos (ONERA, 2012), in A Semantic-Based Model to Assess Information for Intelligence, open from NATO doctrine and cite it directly by number: "In the military field, NATO ([19], [20]) recommendations promote an alphanumeric system for information rating, which takes into account both the reliability of the source providing the information and its credibility, as it appears when examined in the light of existing knowledge." Reference [19] in their own list reads "NATO, Intelligence Reports, STANAG2511, January 2003" — the same STANAG 2511 / Admiralty-Code doctrine that grades each report on two axes meant to be independent, source reliability apart from information credibility.

The paper's literature review goes further, placing itself inside a named cluster that does the same thing. The authors locate the prior work "in the proceedings of the annual international conference FUSION ... or in the proceedings of NATO RTO ... symposiums," and state plainly: "All of these papers mention NATO STANAG as underlying or motivating their model, but none of them formally prove that their model fulfills the recommendations." Per their reference list the cluster spans at least seven papers across nine years and several author groups — Cholvy (2003, 2007), Cholvy & Nimier (2003, a NATO RTO symposium paper explicitly on "STANAG 2022 recommendations"), Besombes & Révault d'Allonnes (2008, "An Extension of STANAG2022 for Information Scoring"), Young & Palmer (2007), and Ulicny, Matheus, Powell & Kokar (2010) with a 2011 follow-up.

This settles the information-fusion half of a standing vault question. The pre-LLM, symbolic/ontology-based "information evaluation" research presented at FUSION and NATO RTO between 2003 and 2012 does not independently rediscover the two-axis source/message split that recurs across the vault's source-evaluation cluster; it inherits it explicitly, by STANAG number, from doctrine. The split's convergence, where it is real, is real somewhere other than here — not in this engineering sub-literature, which is a plain citation lineage. The breadth claim (the other six papers) rests on the ONERA authors' own characterization, read here from the Tier-1 primary but not independently confirmed against each named paper; it belongs to the broader cluster and is routed to question-verify-information-fusion-cluster-cites-stanag-directly.