Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004826

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000669

distance 0.238 · cross-district

#2 · Sanglicell 4930006153

distance 0.24

#3 · Jalnacell 4790000266

distance 0.276 · cross-district

#4 · Solapurcell 4960001069

distance 0.278 · cross-district

#5 · Sanglicell 4930006472

distance 0.286

#6 · Sanglicell 4930001184

distance 0.291

#7 · Solapurcell 4960005311

distance 0.3 · cross-district

#8 · Solapurcell 4960004255

distance 0.304 · cross-district

#9 · Sanglicell 4930004279

distance 0.305

#10 · Ahmednagarcell 4660014249

distance 0.308 · cross-district

#11 · Jalnacell 4790000319

distance 0.317 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000030

distance 0.319 · cross-district

#13 · Sanglicell 4930006003

distance 0.321

#14 · Sanglicell 4930003763

distance 0.321

#15 · Jalnacell 4790000391

distance 0.324 · cross-district

#16 · Ahmednagarcell 4660010253

distance 0.328 · cross-district

#17 · Punecell 4900005414

distance 0.332 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003653

distance 0.332 · 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":4930004826}}}'

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.