Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003721

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002241

distance 0.169

#2 · Sataracell 4940002245

distance 0.195

#3 · Sataracell 4940001388

distance 0.196

#4 · Sataracell 4940002701

distance 0.2

#5 · Sataracell 4940003260

distance 0.21

#6 · Sataracell 4940003602

distance 0.227

#7 · Sataracell 4940002137

distance 0.231

#8 · Sataracell 4940003256

distance 0.231

#9 · Sataracell 4940002809

distance 0.235

#10 · Sataracell 4940002240

distance 0.239

#11 · Sataracell 4940000240

distance 0.246

#12 · Sataracell 4940001541

distance 0.246

#13 · Nagpurcell 4840007958

distance 0.256 · cross-district

#14 · Sanglicell 4930004632

distance 0.26 · cross-district

#15 · Chandrapurcell 4730000474

distance 0.268 · cross-district

#16 · Akolacell 4670000303

distance 0.272 · cross-district

#17 · Amravaticell 4680004963

distance 0.285 · cross-district

#18 · Sataracell 4940002239

distance 0.287

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":4940003721}}}'

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.