Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000002181

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001941

distance 0.288

#2 · Beedcell 4700000735

distance 0.292 · cross-district

#3 · Beedcell 4700001118

distance 0.297 · cross-district

#4 · Nagpurcell 4840007086

distance 0.302 · cross-district

#5 · Nagpurcell 4840007186

distance 0.305 · cross-district

#6 · Nagpurcell 4840006779

distance 0.314 · cross-district

#7 · Jalgaoncell 4780000917

distance 0.322 · cross-district

#8 · Hingolicell 4770000450

distance 0.326 · cross-district

#9 · Jalgaoncell 4780001112

distance 0.327 · cross-district

#10 · Yavatmalcell 5000005157

distance 0.329

#11 · Chhatrapati Sambhajinagarcell 4690002234

distance 0.332 · cross-district

#12 · Nagpurcell 4840006095

distance 0.333 · cross-district

#13 · Nandedcell 4850001197

distance 0.334 · cross-district

#14 · Yavatmalcell 5000006017

distance 0.334

#15 · Hingolicell 4770000571

distance 0.334 · cross-district

#16 · Yavatmalcell 5000002183

distance 0.337

#17 · Jalgaoncell 4780000347

distance 0.337 · cross-district

#18 · Wardhacell 4980002380

distance 0.338 · 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":5000002181}}}'

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.