Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000000840

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001588

distance 0.152

#2 · Yavatmalcell 5000001732

distance 0.198

#3 · Nandedcell 4850006975

distance 0.201 · cross-district

#4 · Yavatmalcell 5000000796

distance 0.206

#5 · Hingolicell 4770001262

distance 0.206 · cross-district

#6 · Yavatmalcell 5000002019

distance 0.207

#7 · Hingolicell 4770001761

distance 0.208 · cross-district

#8 · Yavatmalcell 5000001101

distance 0.208

#9 · Nandedcell 4850006365

distance 0.209 · cross-district

#10 · Hingolicell 4770001726

distance 0.211 · cross-district

#11 · Hingolicell 4770000622

distance 0.214 · cross-district

#12 · Nandedcell 4850007683

distance 0.214 · cross-district

#13 · Yavatmalcell 5000002388

distance 0.217

#14 · Hingolicell 4770001704

distance 0.221 · cross-district

#15 · Yavatmalcell 5000004148

distance 0.221

#16 · Hingolicell 4770000678

distance 0.223 · cross-district

#17 · Yavatmalcell 5000000777

distance 0.225

#18 · Hingolicell 4770001605

distance 0.226 · 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":5000000840}}}'

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.