Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004261

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006014

distance 0.17

#2 · Ahmednagarcell 4660004044

distance 0.179 · cross-district

#3 · Sanglicell 4930004421

distance 0.188

#4 · Sanglicell 4930003940

distance 0.19

#5 · Sanglicell 4930004837

distance 0.191

#6 · Ahmednagarcell 4660004410

distance 0.194 · cross-district

#7 · Ahmednagarcell 4660004360

distance 0.196 · cross-district

#8 · Solapurcell 4960000065

distance 0.199 · cross-district

#9 · Sanglicell 4930004538

distance 0.204

#10 · Sanglicell 4930005577

distance 0.205

#11 · Beedcell 4700003989

distance 0.207 · cross-district

#12 · Ahmednagarcell 4660005104

distance 0.209 · cross-district

#13 · Beedcell 4700006199

distance 0.21 · cross-district

#14 · Ahmednagarcell 4660005210

distance 0.211 · cross-district

#15 · Sanglicell 4930002234

distance 0.212

#16 · Sanglicell 4930005469

distance 0.213

#17 · Sanglicell 4930006231

distance 0.215

#18 · Sanglicell 4930002235

distance 0.216

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":4930004261}}}'

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.