Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004118

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000215

distance 0.123 · cross-district

#2 · Sanglicell 4930005940

distance 0.134

#3 · Sanglicell 4930003963

distance 0.14

#4 · Sanglicell 4930004577

distance 0.141

#5 · Sanglicell 4930004148

distance 0.143

#6 · Solapurcell 4960000018

distance 0.149 · cross-district

#7 · Beedcell 4700003813

distance 0.159 · cross-district

#8 · Sanglicell 4930002742

distance 0.159

#9 · Solapurcell 4960000568

distance 0.161 · cross-district

#10 · Sanglicell 4930004882

distance 0.162

#11 · Ahmednagarcell 4660000601

distance 0.163 · cross-district

#12 · Ahmednagarcell 4660001557

distance 0.163 · cross-district

#13 · Sanglicell 4930003786

distance 0.165

#14 · Ahmednagarcell 4660004092

distance 0.168 · cross-district

#15 · Dharashivcell 4880000324

distance 0.168 · cross-district

#16 · Sanglicell 4930004713

distance 0.169

#17 · Beedcell 4700000759

distance 0.169 · cross-district

#18 · Sanglicell 4930005352

distance 0.17

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":4930004118}}}'

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.