Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008917

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007021

distance 0.179

#2 · Sataracell 4940008466

distance 0.193

#3 · Sataracell 4940008271

distance 0.197

#4 · Sataracell 4940008180

distance 0.204

#5 · Sataracell 4940008647

distance 0.205

#6 · Sataracell 4940007566

distance 0.205

#7 · Sataracell 4940008078

distance 0.208

#8 · Sataracell 4940008549

distance 0.209

#9 · Sataracell 4940008179

distance 0.221

#10 · Sataracell 4940008273

distance 0.234

#11 · Sataracell 4940007771

distance 0.235

#12 · Sataracell 4940008270

distance 0.24

#13 · Sataracell 4940008265

distance 0.24

#14 · Sataracell 4940007020

distance 0.242

#15 · Sataracell 4940008916

distance 0.244

#16 · Punecell 4900002119

distance 0.247 · cross-district

#17 · Sataracell 4940007568

distance 0.251

#18 · Nashikcell 4870001713

distance 0.251 · 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":4940008917}}}'

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.