Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750008921

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

0.019

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008971

distance 0.019

#2 · Gadchirolicell 4750008806

distance 0.027

#3 · Gadchirolicell 4750009798

distance 0.034

#4 · Gadchirolicell 4750009729

distance 0.044

#5 · Gadchirolicell 4750009855

distance 0.044

#6 · Gadchirolicell 4750008807

distance 0.045

#7 · Gadchirolicell 4750009669

distance 0.048

#8 · Gadchirolicell 4750009668

distance 0.048

#9 · Gadchirolicell 4750009853

distance 0.049

#10 · Gadchirolicell 4750009788

distance 0.051

#11 · Gadchirolicell 4750009854

distance 0.051

#12 · Gadchirolicell 4750008918

distance 0.052

#13 · Gadchirolicell 4750009068

distance 0.052

#14 · Gadchirolicell 4750009856

distance 0.055

#15 · Gadchirolicell 4750008178

distance 0.058

#16 · Gadchirolicell 4750009670

distance 0.058

#17 · Gadchirolicell 4750008297

distance 0.06

#18 · Gadchirolicell 4750009118

distance 0.06

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":4750008921}}}'

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.