Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002640

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004164

distance 0.115

#2 · Solapurcell 4960000743

distance 0.16 · cross-district

#3 · Sanglicell 4930003983

distance 0.161

#4 · Sanglicell 4930004165

distance 0.173

#5 · Sanglicell 4930004017

distance 0.18

#6 · Sanglicell 4930003617

distance 0.182

#7 · Sanglicell 4930003490

distance 0.192

#8 · Sanglicell 4930005618

distance 0.195

#9 · Solapurcell 4960000754

distance 0.202 · cross-district

#10 · Sanglicell 4930005941

distance 0.206

#11 · Dharashivcell 4880001246

distance 0.207 · cross-district

#12 · Sanglicell 4930001207

distance 0.208

#13 · Sanglicell 4930003625

distance 0.21

#14 · Solapurcell 4960006709

distance 0.213 · cross-district

#15 · Sanglicell 4930002259

distance 0.214

#16 · Solapurcell 4960000373

distance 0.216 · cross-district

#17 · Sanglicell 4930003667

distance 0.217

#18 · Solapurcell 4960000909

distance 0.217 · 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":4930002640}}}'

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.