Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002902

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003581

distance 0.154

#2 · Sanglicell 4930006702

distance 0.154 · cross-district

#3 · Ahmednagarcell 4660003376

distance 0.159 · cross-district

#4 · Sataracell 4940002573

distance 0.172

#5 · Solapurcell 4960001284

distance 0.175 · cross-district

#6 · Sanglicell 4930006308

distance 0.179 · cross-district

#7 · Sataracell 4940003124

distance 0.18

#8 · Solapurcell 4960002528

distance 0.183 · cross-district

#9 · Ahmednagarcell 4660006625

distance 0.184 · cross-district

#10 · Sataracell 4940001612

distance 0.186

#11 · Sanglicell 4930006733

distance 0.191 · cross-district

#12 · Sanglicell 4930005641

distance 0.194 · cross-district

#13 · Sataracell 4940003242

distance 0.196

#14 · Sataracell 4940001614

distance 0.198

#15 · Solapurcell 4960007533

distance 0.2 · cross-district

#16 · Solapurcell 4960007534

distance 0.201 · cross-district

#17 · Sanglicell 4930006339

distance 0.202 · cross-district

#18 · Ahmednagarcell 4660003320

distance 0.203 · 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":4940002902}}}'

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.