Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001689

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001394

distance 0.062

#2 · Sanglicell 4930001536

distance 0.127

#3 · Sanglicell 4930001535

distance 0.166

#4 · Sanglicell 4930001690

distance 0.181

#5 · Laturcell 4810000061

distance 0.226 · cross-district

#6 · Beedcell 4700001252

distance 0.23 · cross-district

#7 · Jalgaoncell 4780000506

distance 0.235 · cross-district

#8 · Sanglicell 4930002856

distance 0.235

#9 · Sanglicell 4930002524

distance 0.238

#10 · Laturcell 4810000761

distance 0.249 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005502

distance 0.255 · cross-district

#12 · Dharashivcell 4880001160

distance 0.256 · cross-district

#13 · Ahmednagarcell 4660013742

distance 0.257 · cross-district

#14 · Laturcell 4810000135

distance 0.258 · cross-district

#15 · Laturcell 4810000602

distance 0.259 · cross-district

#16 · Parbhanicell 4890000259

distance 0.261 · cross-district

#17 · Dharashivcell 4880002265

distance 0.264 · cross-district

#18 · Sanglicell 4930001853

distance 0.265

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":4930001689}}}'

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.