Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002385

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001551

distance 0.129

#2 · Sataracell 4940003751

distance 0.172

#3 · Sataracell 4940001749

distance 0.203

#4 · Sataracell 4940003177

distance 0.214

#5 · Sataracell 4940001287

distance 0.215

#6 · Sataracell 4940001286

distance 0.226

#7 · Sataracell 4940001482

distance 0.227

#8 · Sataracell 4940001750

distance 0.239

#9 · Sataracell 4940003742

distance 0.239

#10 · Sataracell 4940003636

distance 0.247

#11 · Sataracell 4940001845

distance 0.25

#12 · Sataracell 4940002831

distance 0.256

#13 · Beedcell 4700003376

distance 0.26 · cross-district

#14 · Sataracell 4940001488

distance 0.261

#15 · Nandurbarcell 4860000271

distance 0.266 · cross-district

#16 · Sataracell 4940003622

distance 0.27

#17 · Dhulecell 4740001036

distance 0.276 · cross-district

#18 · Sataracell 4940002832

distance 0.278

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":4940002385}}}'

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.