Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003010

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000697

distance 0.212

#2 · Kolhapurcell 4800004866

distance 0.241 · cross-district

#3 · Kolhapurcell 4800005959

distance 0.253 · cross-district

#4 · Sataracell 4940000834

distance 0.283 · cross-district

#5 · Sanglicell 4930006033

distance 0.283

#6 · Sanglicell 4930001844

distance 0.286

#7 · Sataracell 4940004123

distance 0.286 · cross-district

#8 · Sanglicell 4930004953

distance 0.293

#9 · Sataracell 4940001188

distance 0.295 · cross-district

#10 · Sanglicell 4930001680

distance 0.297

#11 · Sanglicell 4930005413

distance 0.3

#12 · Sataracell 4940002990

distance 0.306 · cross-district

#13 · Sanglicell 4930001823

distance 0.311

#14 · Nashikcell 4870006136

distance 0.311 · cross-district

#15 · Sataracell 4940000462

distance 0.316 · cross-district

#16 · Buldhanacell 4720007795

distance 0.317 · cross-district

#17 · Sataracell 4940008516

distance 0.318 · cross-district

#18 · Sanglicell 4930004250

distance 0.32

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":4930003010}}}'

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.