Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004146

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000001

distance 0.087 · cross-district

#2 · Sanglicell 4930004599

distance 0.096

#3 · Sanglicell 4930005120

distance 0.106

#4 · Sanglicell 4930006237

distance 0.115

#5 · Solapurcell 4960000035

distance 0.117 · cross-district

#6 · Sanglicell 4930004446

distance 0.121

#7 · Solapurcell 4960000033

distance 0.124 · cross-district

#8 · Sanglicell 4930004302

distance 0.125

#9 · Sanglicell 4930004880

distance 0.128

#10 · Sanglicell 4930005119

distance 0.135

#11 · Solapurcell 4960000466

distance 0.138 · cross-district

#12 · Sanglicell 4930005121

distance 0.139

#13 · Sanglicell 4930004308

distance 0.14

#14 · Sanglicell 4930004862

distance 0.143

#15 · Solapurcell 4960000896

distance 0.144 · cross-district

#16 · Ahmednagarcell 4660000591

distance 0.144 · cross-district

#17 · Ahmednagarcell 4660000471

distance 0.145 · cross-district

#18 · Ahmednagarcell 4660000475

distance 0.147 · 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":4930004146}}}'

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.