Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007128

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003910

distance 0.119 · cross-district

#2 · Solapurcell 4960002812

distance 0.137 · cross-district

#3 · Solapurcell 4960000239

distance 0.155 · cross-district

#4 · Sanglicell 4930006991

distance 0.158

#5 · Sanglicell 4930007069

distance 0.165

#6 · Sataracell 4940002799

distance 0.169 · cross-district

#7 · Solapurcell 4960004051

distance 0.17 · cross-district

#8 · Solapurcell 4960002819

distance 0.17 · cross-district

#9 · Sataracell 4940003362

distance 0.171 · cross-district

#10 · Ahmednagarcell 4660002814

distance 0.178 · cross-district

#11 · Solapurcell 4960004060

distance 0.182 · cross-district

#12 · Sanglicell 4930007187

distance 0.182

#13 · Solapurcell 4960001282

distance 0.183 · cross-district

#14 · Sanglicell 4930006844

distance 0.185

#15 · Solapurcell 4960004202

distance 0.188 · cross-district

#16 · Sanglicell 4930007105

distance 0.19

#17 · Sanglicell 4930007020

distance 0.192

#18 · Sanglicell 4930006936

distance 0.192

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":4930007128}}}'

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.