The CONSTRAINED consistency rewrite — the safety net that guarantees the prose
agrees with the infobox GROUND TRUTH. Both values are real article data (the
resolved current value + the value it replaced), not copyable example values:
we tell the model exactly which value is current and which is former, so the
small model only has to demote the named superseded value to past tense — far
more reliable than the open-ended "resolve toward latest" fold. Every existing
[^k] marker is preserved (provenance), framed as a change over time.
The CONSTRAINED consistency rewrite — the safety net that guarantees the prose agrees with the infobox GROUND TRUTH. Both values are real article data (the resolved current value + the value it replaced), not copyable example values: we tell the model exactly which value is current and which is former, so the small model only has to demote the named superseded value to past tense — far more reliable than the open-ended "resolve toward latest" fold. Every existing
[^k]marker is preserved (provenance), framed as a change over time.