Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006789

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002529

distance 0.167 · cross-district

#2 · Sanglicell 4930007078

distance 0.168

#3 · Sanglicell 4930004452

distance 0.176

#4 · Sanglicell 4930007007

distance 0.183

#5 · Sanglicell 4930007093

distance 0.194

#6 · Sanglicell 4930004732

distance 0.195

#7 · Sataracell 4940002346

distance 0.206 · cross-district

#8 · Sataracell 4940007394

distance 0.207 · cross-district

#9 · Sanglicell 4930007149

distance 0.209

#10 · Solapurcell 4960000178

distance 0.209 · cross-district

#11 · Sataracell 4940008001

distance 0.211 · cross-district

#12 · Ahmednagarcell 4660003087

distance 0.212 · cross-district

#13 · Sanglicell 4930007006

distance 0.213

#14 · Solapurcell 4960000163

distance 0.213 · cross-district

#15 · Solapurcell 4960000017

distance 0.215 · cross-district

#16 · Sataracell 4940007492

distance 0.215 · cross-district

#17 · Sanglicell 4930007120

distance 0.215

#18 · Solapurcell 4960000007

distance 0.217 · 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":4930006789}}}'

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.