Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004596

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004715

distance 0.177

#2 · Sanglicell 4930006438

distance 0.179

#3 · Sanglicell 4930004736

distance 0.194

#4 · Sanglicell 4930004713

distance 0.202

#5 · Solapurcell 4960000576

distance 0.204 · cross-district

#6 · Solapurcell 4960006609

distance 0.208 · cross-district

#7 · Sanglicell 4930004454

distance 0.208

#8 · Solapurcell 4960010726

distance 0.21 · cross-district

#9 · Solapurcell 4960011171

distance 0.213 · cross-district

#10 · Solapurcell 4960000664

distance 0.214 · cross-district

#11 · Beedcell 4700001493

distance 0.215 · cross-district

#12 · Beedcell 4700005997

distance 0.216 · cross-district

#13 · Dharashivcell 4880000774

distance 0.218 · cross-district

#14 · Sanglicell 4930006583

distance 0.218

#15 · Sanglicell 4930004148

distance 0.218

#16 · Dharashivcell 4880000454

distance 0.219 · cross-district

#17 · Sanglicell 4930005115

distance 0.219

#18 · Solapurcell 4960000702

distance 0.22 · 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":4930004596}}}'

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.