Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004477

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004471

distance 0.07

#2 · Sanglicell 4930005946

distance 0.075

#3 · Sanglicell 4930005789

distance 0.091

#4 · Solapurcell 4960000746

distance 0.091 · cross-district

#5 · Sanglicell 4930004888

distance 0.092

#6 · Sanglicell 4930004176

distance 0.093

#7 · Solapurcell 4960000359

distance 0.1 · cross-district

#8 · Sanglicell 4930004768

distance 0.101

#9 · Solapurcell 4960000618

distance 0.102 · cross-district

#10 · Sanglicell 4930004328

distance 0.103

#11 · Sanglicell 4930002617

distance 0.103

#12 · Solapurcell 4960000241

distance 0.119 · cross-district

#13 · Sanglicell 4930005790

distance 0.12

#14 · Sanglicell 4930005707

distance 0.121

#15 · Sanglicell 4930003142

distance 0.125

#16 · Solapurcell 4960000998

distance 0.126 · cross-district

#17 · Sanglicell 4930004327

distance 0.13

#18 · Solapurcell 4960001017

distance 0.13 · 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":4930004477}}}'

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.