Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000261

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000029

distance 0.156

#2 · Sataracell 4940000219

distance 0.198

#3 · Sataracell 4940000475

distance 0.2

#4 · Punecell 4900001738

distance 0.205 · cross-district

#5 · Nashikcell 4870007467

distance 0.211 · cross-district

#6 · Sataracell 4940000929

distance 0.211

#7 · Sataracell 4940000998

distance 0.212

#8 · Sataracell 4940000263

distance 0.222

#9 · Sataracell 4940000124

distance 0.222

#10 · Kolhapurcell 4800003658

distance 0.222 · cross-district

#11 · Ahmednagarcell 4660009711

distance 0.223 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004244

distance 0.223 · cross-district

#13 · Nashikcell 4870007469

distance 0.225 · cross-district

#14 · Sataracell 4940005098

distance 0.225

#15 · Nashikcell 4870007911

distance 0.228 · cross-district

#16 · Sataracell 4940000096

distance 0.229

#17 · Nashikcell 4870007748

distance 0.229 · cross-district

#18 · Sataracell 4940001063

distance 0.229

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":4940000261}}}'

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.