Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000938

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000471

distance 0.177

#2 · Sataracell 4940000467

distance 0.185

#3 · Sataracell 4940000650

distance 0.192

#4 · Sataracell 4940006577

distance 0.206

#5 · Punecell 4900001184

distance 0.206 · cross-district

#6 · Sataracell 4940006472

distance 0.209

#7 · Sataracell 4940000103

distance 0.209

#8 · Ahmednagarcell 4660000342

distance 0.213 · cross-district

#9 · Nashikcell 4870005121

distance 0.214 · cross-district

#10 · Sataracell 4940001231

distance 0.214

#11 · Akolacell 4670000628

distance 0.218 · cross-district

#12 · Sataracell 4940000405

distance 0.219

#13 · Ahmednagarcell 4660011665

distance 0.22 · cross-district

#14 · Sataracell 4940000986

distance 0.22

#15 · Punecell 4900001311

distance 0.222 · cross-district

#16 · Sataracell 4940001222

distance 0.222

#17 · Kolhapurcell 4800004785

distance 0.222 · cross-district

#18 · Punecell 4900001623

distance 0.224 · 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":4940000938}}}'

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.