Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001448

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001529

distance 0.226

#2 · Sataracell 4940001447

distance 0.259

#3 · Sanglicell 4930006705

distance 0.272 · cross-district

#4 · Sataracell 4940003252

distance 0.277

#5 · Sanglicell 4930006978

distance 0.283 · cross-district

#6 · Sataracell 4940003485

distance 0.297

#7 · Sanglicell 4930006280

distance 0.297 · cross-district

#8 · Punecell 4900006661

distance 0.302 · cross-district

#9 · Sanglicell 4930006707

distance 0.311 · cross-district

#10 · Ahmednagarcell 4660000968

distance 0.311 · cross-district

#11 · Sanglicell 4930006213

distance 0.313 · cross-district

#12 · Sanglicell 4930006617

distance 0.313 · cross-district

#13 · Sataracell 4940001449

distance 0.313

#14 · Sanglicell 4930006555

distance 0.314 · cross-district

#15 · Sanglicell 4930006293

distance 0.315 · cross-district

#16 · Sanglicell 4930005072

distance 0.317 · cross-district

#17 · Solapurcell 4960008132

distance 0.318 · cross-district

#18 · Sataracell 4940001793

distance 0.32

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":4940001448}}}'

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.