Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750012021

The MH-36 locality cells most similar to this Gadchiroli 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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750012020

distance 0.113

#2 · Gadchirolicell 4750012024

distance 0.156

#3 · Gadchirolicell 4750012022

distance 0.166

#4 · Gadchirolicell 4750012142

distance 0.207

#5 · Gadchirolicell 4750012178

distance 0.227

#6 · Gadchirolicell 4750012107

distance 0.238

#7 · Gadchirolicell 4750012019

distance 0.239

#8 · Gadchirolicell 4750012174

distance 0.245

#9 · Gadchirolicell 4750012343

distance 0.246

#10 · Gadchirolicell 4750012066

distance 0.258

#11 · Gadchirolicell 4750012146

distance 0.263

#12 · Gadchirolicell 4750012185

distance 0.263

#13 · Gadchirolicell 4750012179

distance 0.267

#14 · Gadchirolicell 4750012225

distance 0.27

#15 · Gadchirolicell 4750012299

distance 0.272

#16 · Gadchirolicell 4750012201

distance 0.278

#17 · Gadchirolicell 4750012332

distance 0.281

#18 · Gadchirolicell 4750012370

distance 0.281

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":475,"cluster_id":4750012021}}}'

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.