Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000455

The MH-36 locality cells most similar to this Satara 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000630

distance 0.191

#2 · Sataracell 4940000454

distance 0.198

#3 · Sanglicell 4930004489

distance 0.201 · cross-district

#4 · Sanglicell 4930004634

distance 0.221 · cross-district

#5 · Sataracell 4940000697

distance 0.227

#6 · Beedcell 4700004372

distance 0.233 · cross-district

#7 · Sataracell 4940000160

distance 0.238

#8 · Sataracell 4940000810

distance 0.252

#9 · Beedcell 4700004541

distance 0.255 · cross-district

#10 · Beedcell 4700007000

distance 0.266 · cross-district

#11 · Buldhanacell 4720008421

distance 0.268 · cross-district

#12 · Sataracell 4940000401

distance 0.271

#13 · Sataracell 4940005581

distance 0.278

#14 · Sataracell 4940000397

distance 0.279

#15 · Sataracell 4940000751

distance 0.28

#16 · Sataracell 4940003733

distance 0.286

#17 · Kolhapurcell 4800006179

distance 0.288 · cross-district

#18 · Beedcell 4700004253

distance 0.29 · cross-district

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":494,"cluster_id":4940000455}}}'

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.