Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006365

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004455

distance 0.161

#2 · Sanglicell 4930004988

distance 0.174

#3 · Sanglicell 4930006584

distance 0.174

#4 · Solapurcell 4960000091

distance 0.181 · cross-district

#5 · Sanglicell 4930006297

distance 0.19

#6 · Sanglicell 4930006437

distance 0.19

#7 · Ahmednagarcell 4660003753

distance 0.192 · cross-district

#8 · Solapurcell 4960000782

distance 0.2 · cross-district

#9 · Sanglicell 4930004414

distance 0.202

#10 · Sanglicell 4930004714

distance 0.203

#11 · Sanglicell 4930005353

distance 0.203

#12 · Solapurcell 4960000441

distance 0.204 · cross-district

#13 · Sanglicell 4930004452

distance 0.208

#14 · Sanglicell 4930001748

distance 0.209

#15 · Nashikcell 4870011920

distance 0.209 · cross-district

#16 · Solapurcell 4960011251

distance 0.211 · cross-district

#17 · Solapurcell 4960000664

distance 0.212 · cross-district

#18 · Solapurcell 4960005814

distance 0.214 · 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":4930006365}}}'

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.