Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000002111

The MH-36 locality cells most similar to this Yavatmal cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005498

distance 0.183

#2 · Yavatmalcell 5000002892

distance 0.294

#3 · Jalgaoncell 4780005198

distance 0.298 · cross-district

#4 · Yavatmalcell 5000002225

distance 0.303

#5 · Yavatmalcell 5000010167

distance 0.308

#6 · Hingolicell 4770003966

distance 0.311 · cross-district

#7 · Nagpurcell 4840001707

distance 0.319 · cross-district

#8 · Yavatmalcell 5000002013

distance 0.326

#9 · Chandrapurcell 4730001890

distance 0.336 · cross-district

#10 · Jalgaoncell 4780006237

distance 0.338 · cross-district

#11 · Parbhanicell 4890003187

distance 0.346 · cross-district

#12 · Yavatmalcell 5000002903

distance 0.348

#13 · Yavatmalcell 5000011424

distance 0.35

#14 · Nashikcell 4870005425

distance 0.351 · cross-district

#15 · Yavatmalcell 5000004701

distance 0.352

#16 · Jalgaoncell 4780000432

distance 0.355 · cross-district

#17 · Yavatmalcell 5000002133

distance 0.357

#18 · Amravaticell 4680000321

distance 0.357 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":500,"cluster_id":5000002111}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.