Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004016

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002134

distance 0.116

#2 · Dharashivcell 4880002857

distance 0.148 · cross-district

#3 · Beedcell 4700001801

distance 0.156 · cross-district

#4 · Solapurcell 4960000307

distance 0.159 · cross-district

#5 · Solapurcell 4960000838

distance 0.161 · cross-district

#6 · Sanglicell 4930004334

distance 0.163

#7 · Dharashivcell 4880002862

distance 0.163 · cross-district

#8 · Sanglicell 4930004168

distance 0.165

#9 · Sanglicell 4930003815

distance 0.166

#10 · Beedcell 4700007771

distance 0.166 · cross-district

#11 · Laturcell 4810000687

distance 0.167 · cross-district

#12 · Sanglicell 4930002975

distance 0.167

#13 · Dharashivcell 4880003054

distance 0.169 · cross-district

#14 · Laturcell 4810000925

distance 0.169 · cross-district

#15 · Beedcell 4700007656

distance 0.171 · cross-district

#16 · Sanglicell 4930005703

distance 0.171

#17 · Dharashivcell 4880003634

distance 0.174 · cross-district

#18 · Solapurcell 4960001009

distance 0.176 · 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":4930004016}}}'

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.