Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000751

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000877

distance 0.122

#2 · Sanglicell 4930000316

distance 0.133

#3 · Sanglicell 4930001336

distance 0.134

#4 · Sanglicell 4930000661

distance 0.138

#5 · Sanglicell 4930001931

distance 0.148

#6 · Chhatrapati Sambhajinagarcell 4690002325

distance 0.161 · cross-district

#7 · Sanglicell 4930000502

distance 0.164

#8 · Sanglicell 4930000750

distance 0.169

#9 · Sanglicell 4930000876

distance 0.17

#10 · Nashikcell 4870006502

distance 0.172 · cross-district

#11 · Nashikcell 4870007255

distance 0.173 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002840

distance 0.173 · cross-district

#13 · Sanglicell 4930000867

distance 0.178

#14 · Sanglicell 4930001753

distance 0.178

#15 · Chhatrapati Sambhajinagarcell 4690002954

distance 0.182 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004132

distance 0.182 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005194

distance 0.183 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002747

distance 0.186 · 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":4930000751}}}'

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.