Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004119

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

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005353

distance 0.209

#2 · Sanglicell 4930007150

distance 0.21

#3 · Sanglicell 4930005138

distance 0.222

#4 · Solapurcell 4960000288

distance 0.231 · cross-district

#5 · Beedcell 4700002869

distance 0.232 · cross-district

#6 · Sanglicell 4930004452

distance 0.233

#7 · Sanglicell 4930004548

distance 0.236

#8 · Sanglicell 4930005380

distance 0.238

#9 · Solapurcell 4960000527

distance 0.239 · cross-district

#10 · Solapurcell 4960004628

distance 0.24 · cross-district

#11 · Sanglicell 4930005235

distance 0.241

#12 · Solapurcell 4960008717

distance 0.247 · cross-district

#13 · Solapurcell 4960009374

distance 0.247 · cross-district

#14 · Sanglicell 4930004141

distance 0.249

#15 · Sanglicell 4930004408

distance 0.25

#16 · Sanglicell 4930004140

distance 0.251

#17 · Ahmednagarcell 4660003753

distance 0.251 · cross-district

#18 · Dhulecell 4740000225

distance 0.252 · 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":4930004119}}}'

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.