Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000264

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000217

distance 0.218

#2 · Sataracell 4940000308

distance 0.233

#3 · Sataracell 4940000101

distance 0.24

#4 · Sataracell 4940000220

distance 0.244

#5 · Sataracell 4940000414

distance 0.251

#6 · Sataracell 4940000051

distance 0.254

#7 · Sataracell 4940000311

distance 0.258

#8 · Sanglicell 4930005350

distance 0.262 · cross-district

#9 · Sataracell 4940000173

distance 0.264

#10 · Sataracell 4940000926

distance 0.265

#11 · Sataracell 4940000028

distance 0.269

#12 · Sataracell 4940000314

distance 0.269

#13 · Sataracell 4940000419

distance 0.271

#14 · Ahmednagarcell 4660002172

distance 0.274 · cross-district

#15 · Sataracell 4940000073

distance 0.278

#16 · Sataracell 4940000049

distance 0.281

#17 · Akolacell 4670004673

distance 0.284 · cross-district

#18 · Solapurcell 4960012392

distance 0.284 · 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":4940000264}}}'

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.