Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000110

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000054

distance 0.131

#2 · Sanglicell 4930004503

distance 0.167 · cross-district

#3 · Sanglicell 4930004211

distance 0.18 · cross-district

#4 · Sataracell 4940000032

distance 0.209

#5 · Sataracell 4940000061

distance 0.234

#6 · Sataracell 4940000541

distance 0.237

#7 · Amravaticell 4680006420

distance 0.241 · cross-district

#8 · Amravaticell 4680006680

distance 0.246 · cross-district

#9 · Amravaticell 4680007322

distance 0.249 · cross-district

#10 · Sataracell 4940000053

distance 0.253

#11 · Sataracell 4940000553

distance 0.255

#12 · Amravaticell 4680008279

distance 0.255 · cross-district

#13 · Sataracell 4940000366

distance 0.257

#14 · Amravaticell 4680007152

distance 0.264 · cross-district

#15 · Sataracell 4940001002

distance 0.265

#16 · Amravaticell 4680008880

distance 0.265 · cross-district

#17 · Amravaticell 4680006829

distance 0.266 · cross-district

#18 · Amravaticell 4680007153

distance 0.268 · 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":4940000110}}}'

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.