Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750010997

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

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011061

distance 0.038

#2 · Gadchirolicell 4750011535

distance 0.068

#3 · Gadchirolicell 4750011266

distance 0.097

#4 · Gadchirolicell 4750011111

distance 0.099

#5 · Gadchirolicell 4750010719

distance 0.101

#6 · Gadchirolicell 4750011197

distance 0.107

#7 · Gadchirolicell 4750011130

distance 0.108

#8 · Gadchirolicell 4750010785

distance 0.122

#9 · Gadchirolicell 4750010784

distance 0.125

#10 · Gadchirolicell 4750010718

distance 0.125

#11 · Gadchirolicell 4750011523

distance 0.128

#12 · Gadchirolicell 4750010395

distance 0.138

#13 · Gadchirolicell 4750010853

distance 0.145

#14 · Gadchirolicell 4750011591

distance 0.147

#15 · Gadchirolicell 4750011727

distance 0.147

#16 · Gadchirolicell 4750011265

distance 0.149

#17 · Gadchirolicell 4750011317

distance 0.156

#18 · Gadchirolicell 4750011386

distance 0.156

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":4750010997}}}'

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.