Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750003021

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003446

distance 0.104

#2 · Gadchirolicell 4750003450

distance 0.122

#3 · Gadchirolicell 4750004205

distance 0.127

#4 · Gadchirolicell 4750003111

distance 0.133

#5 · Gadchirolicell 4750003997

distance 0.165

#6 · Gadchirolicell 4750002874

distance 0.171

#7 · Gadchirolicell 4750003015

distance 0.171

#8 · Gadchirolicell 4750003014

distance 0.177

#9 · Gadchirolicell 4750003019

distance 0.182

#10 · Gadchirolicell 4750003112

distance 0.182

#11 · Gadchirolicell 4750004191

distance 0.183

#12 · Gadchirolicell 4750002866

distance 0.186

#13 · Gadchirolicell 4750003995

distance 0.187

#14 · Gadchirolicell 4750003176

distance 0.187

#15 · Gadchirolicell 4750003528

distance 0.19

#16 · Gadchirolicell 4750002939

distance 0.19

#17 · Gadchirolicell 4750003012

distance 0.196

#18 · Gadchirolicell 4750007031

distance 0.198

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":4750003021}}}'

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.