Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004635

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

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001902

distance 0.195

#2 · Sataracell 4940004299

distance 0.208

#3 · Solapurcell 4960006493

distance 0.212 · cross-district

#4 · Sataracell 4940005971

distance 0.227

#5 · Sataracell 4940005150

distance 0.24

#6 · Sataracell 4940005392

distance 0.244

#7 · Sataracell 4940003452

distance 0.261

#8 · Sataracell 4940005517

distance 0.265

#9 · Punecell 4900000661

distance 0.278 · cross-district

#10 · Sataracell 4940006323

distance 0.283

#11 · Sataracell 4940003791

distance 0.286

#12 · Sanglicell 4930006838

distance 0.287 · cross-district

#13 · Punecell 4900004574

distance 0.292 · cross-district

#14 · Nashikcell 4870001402

distance 0.294 · cross-district

#15 · Nashikcell 4870002369

distance 0.294 · cross-district

#16 · Sataracell 4940004171

distance 0.298

#17 · Sataracell 4940003591

distance 0.3

#18 · Sataracell 4940007913

distance 0.306

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":4940004635}}}'

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.