Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001890

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003451

distance 0.133

#2 · Sanglicell 4930006680

distance 0.181 · cross-district

#3 · Sataracell 4940003785

distance 0.19

#4 · Sataracell 4940003224

distance 0.196

#5 · Sataracell 4940002658

distance 0.199

#6 · Sataracell 4940004998

distance 0.203

#7 · Sataracell 4940002319

distance 0.209

#8 · Sanglicell 4930006618

distance 0.212 · cross-district

#9 · Sataracell 4940002100

distance 0.213

#10 · Sataracell 4940001799

distance 0.215

#11 · Sataracell 4940001442

distance 0.216

#12 · Sataracell 4940003205

distance 0.218

#13 · Sataracell 4940003333

distance 0.218

#14 · Sataracell 4940002651

distance 0.223

#15 · Sataracell 4940001523

distance 0.225

#16 · Sataracell 4940003794

distance 0.227

#17 · Sataracell 4940003448

distance 0.227

#18 · Sataracell 4940001698

distance 0.227

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":4940001890}}}'

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.