Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006973

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002221

distance 0.122 · cross-district

#2 · Sanglicell 4930006935

distance 0.135

#3 · Sanglicell 4930006944

distance 0.139

#4 · Sanglicell 4930006777

distance 0.15

#5 · Solapurcell 4960002133

distance 0.156 · cross-district

#6 · Sataracell 4940001909

distance 0.159 · cross-district

#7 · Sataracell 4940003812

distance 0.165 · cross-district

#8 · Solapurcell 4960002014

distance 0.168 · cross-district

#9 · Sataracell 4940001910

distance 0.175 · cross-district

#10 · Sanglicell 4930007086

distance 0.177

#11 · Sanglicell 4930007099

distance 0.179

#12 · Sanglicell 4930006898

distance 0.18

#13 · Sataracell 4940003697

distance 0.181 · cross-district

#14 · Sataracell 4940002686

distance 0.183 · cross-district

#15 · Sataracell 4940003469

distance 0.183 · cross-district

#16 · Solapurcell 4960007967

distance 0.185 · cross-district

#17 · Sataracell 4940002339

distance 0.186 · cross-district

#18 · Sanglicell 4930006920

distance 0.19

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":4930006973}}}'

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.