Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008713

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005638

distance 0.235 · cross-district

#2 · Punecell 4900007611

distance 0.237 · cross-district

#3 · Sataracell 4940008925

distance 0.257

#4 · Ahmednagarcell 4660008037

distance 0.258 · cross-district

#5 · Punecell 4900004263

distance 0.265 · cross-district

#6 · Sataracell 4940008641

distance 0.265

#7 · Sataracell 4940008083

distance 0.269

#8 · Punecell 4900007610

distance 0.275 · cross-district

#9 · Sataracell 4940008642

distance 0.277

#10 · Ahmednagarcell 4660008193

distance 0.28 · cross-district

#11 · Sataracell 4940007777

distance 0.281

#12 · Punecell 4900007254

distance 0.287 · cross-district

#13 · Nashikcell 4870004254

distance 0.287 · cross-district

#14 · Sataracell 4940008640

distance 0.287

#15 · Punecell 4900005632

distance 0.288 · cross-district

#16 · Punecell 4900007247

distance 0.292 · cross-district

#17 · Punecell 4900003171

distance 0.295 · cross-district

#18 · Sataracell 4940008480

distance 0.301

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":4940008713}}}'

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.