Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000032

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000053

distance 0.116

#2 · Sataracell 4940000054

distance 0.153

#3 · Sataracell 4940000366

distance 0.182

#4 · Sataracell 4940000061

distance 0.187

#5 · Sataracell 4940000202

distance 0.202

#6 · Amravaticell 4680006420

distance 0.204 · cross-district

#7 · Sataracell 4940000110

distance 0.209

#8 · Nashikcell 4870012510

distance 0.213 · cross-district

#9 · Amravaticell 4680009818

distance 0.228 · cross-district

#10 · Amravaticell 4680006413

distance 0.229 · cross-district

#11 · Sataracell 4940000214

distance 0.23

#12 · Sataracell 4940000132

distance 0.233

#13 · Jalgaoncell 4780009894

distance 0.235 · cross-district

#14 · Amravaticell 4680006417

distance 0.238 · cross-district

#15 · Sataracell 4940000166

distance 0.24

#16 · Jalgaoncell 4780009697

distance 0.243 · cross-district

#17 · Jalgaoncell 4780009983

distance 0.245 · cross-district

#18 · Sataracell 4940000062

distance 0.246

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":4940000032}}}'

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.