Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000237

The MH-36 locality cells most similar to this Hingoli 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001704

distance 0.105

#2 · Hingolicell 4770000545

distance 0.142

#3 · Hingolicell 4770002136

distance 0.156

#4 · Hingolicell 4770000622

distance 0.174

#5 · Hingolicell 4770000824

distance 0.174

#6 · Nandedcell 4850007683

distance 0.175 · cross-district

#7 · Nandedcell 4850000622

distance 0.178 · cross-district

#8 · Hingolicell 4770000331

distance 0.183

#9 · Hingolicell 4770001535

distance 0.183

#10 · Hingolicell 4770001019

distance 0.185

#11 · Hingolicell 4770000103

distance 0.187

#12 · Hingolicell 4770000543

distance 0.187

#13 · Hingolicell 4770001761

distance 0.188

#14 · Hingolicell 4770001322

distance 0.189

#15 · Hingolicell 4770001646

distance 0.192

#16 · Hingolicell 4770000329

distance 0.194

#17 · Hingolicell 4770001346

distance 0.195

#18 · Hingolicell 4770001197

distance 0.195

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":477,"cluster_id":4770000237}}}'

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.