Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007154

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003236

distance 0.1 · cross-district

#2 · Sanglicell 4930007074

distance 0.106

#3 · Sataracell 4940002795

distance 0.108 · cross-district

#4 · Sataracell 4940003365

distance 0.131 · cross-district

#5 · Sataracell 4940003134

distance 0.131 · cross-district

#6 · Sataracell 4940003139

distance 0.136 · cross-district

#7 · Sataracell 4940003248

distance 0.137 · cross-district

#8 · Sataracell 4940002336

distance 0.145 · cross-district

#9 · Sataracell 4940001530

distance 0.146 · cross-district

#10 · Sataracell 4940003350

distance 0.147 · cross-district

#11 · Sataracell 4940002910

distance 0.155 · cross-district

#12 · Solapurcell 4960002953

distance 0.159 · cross-district

#13 · Sataracell 4940002229

distance 0.16 · cross-district

#14 · Sanglicell 4930006718

distance 0.161

#15 · Sataracell 4940003363

distance 0.162 · cross-district

#16 · Solapurcell 4960003090

distance 0.162 · cross-district

#17 · Sataracell 4940002335

distance 0.166 · cross-district

#18 · Sataracell 4940003588

distance 0.167 · 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":4930007154}}}'

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.