Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007009

The MH-36 locality cells most similar to this Sangli 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

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007112

distance 0.12

#2 · Solapurcell 4960001287

distance 0.127 · cross-district

#3 · Sanglicell 4930007037

distance 0.143

#4 · Sanglicell 4930006733

distance 0.152

#5 · Ahmednagarcell 4660003402

distance 0.163 · cross-district

#6 · Sataracell 4940002806

distance 0.165 · cross-district

#7 · Ahmednagarcell 4660001163

distance 0.165 · cross-district

#8 · Solapurcell 4960002528

distance 0.167 · cross-district

#9 · Solapurcell 4960001284

distance 0.167 · cross-district

#10 · Ahmednagarcell 4660005142

distance 0.176 · cross-district

#11 · Ahmednagarcell 4660003762

distance 0.178 · cross-district

#12 · Solapurcell 4960000138

distance 0.182 · cross-district

#13 · Sataracell 4940002805

distance 0.183 · cross-district

#14 · Ahmednagarcell 4660003160

distance 0.187 · cross-district

#15 · Sataracell 4940007399

distance 0.187 · cross-district

#16 · Sataracell 4940007712

distance 0.188 · cross-district

#17 · Ahmednagarcell 4660003403

distance 0.188 · cross-district

#18 · Sataracell 4940007165

distance 0.189 · 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":493,"cluster_id":4930007009}}}'

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.