Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004698

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006055

distance 0.145 · cross-district

#2 · Sanglicell 4930003077

distance 0.147

#3 · Sanglicell 4930004692

distance 0.148

#4 · Sanglicell 4930006580

distance 0.15

#5 · Sanglicell 4930004263

distance 0.151

#6 · Beedcell 4700006339

distance 0.161 · cross-district

#7 · Beedcell 4700005629

distance 0.164 · cross-district

#8 · Solapurcell 4960000001

distance 0.172 · cross-district

#9 · Solapurcell 4960000052

distance 0.173 · cross-district

#10 · Sanglicell 4930004542

distance 0.173

#11 · Ahmednagarcell 4660002905

distance 0.173 · cross-district

#12 · Ahmednagarcell 4660004324

distance 0.173 · cross-district

#13 · Sanglicell 4930003918

distance 0.173

#14 · Sanglicell 4930005212

distance 0.174

#15 · Beedcell 4700003738

distance 0.175 · cross-district

#16 · Sanglicell 4930005682

distance 0.175

#17 · Beedcell 4700005910

distance 0.175 · cross-district

#18 · Nashikcell 4870006816

distance 0.176 · 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":4930004698}}}'

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.