Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002641

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003328

distance 0.096

#2 · Sanglicell 4930004464

distance 0.119

#3 · Sanglicell 4930004625

distance 0.126

#4 · Sanglicell 4930002643

distance 0.129

#5 · Sanglicell 4930005866

distance 0.135

#6 · Sanglicell 4930001780

distance 0.141

#7 · Sanglicell 4930003110

distance 0.146

#8 · Solapurcell 4960000830

distance 0.15 · cross-district

#9 · Sanglicell 4930004611

distance 0.154

#10 · Sanglicell 4930004896

distance 0.159

#11 · Sanglicell 4930001962

distance 0.163

#12 · Solapurcell 4960000613

distance 0.165 · cross-district

#13 · Sanglicell 4930005692

distance 0.165

#14 · Sanglicell 4930003151

distance 0.172

#15 · Sanglicell 4930006019

distance 0.172

#16 · Sanglicell 4930004466

distance 0.173

#17 · Sanglicell 4930003309

distance 0.173

#18 · Dharashivcell 4880004990

distance 0.177 · 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":4930002641}}}'

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.