Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004863

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000806

distance 0.109 · cross-district

#2 · Sanglicell 4930004585

distance 0.114

#3 · Sanglicell 4930004129

distance 0.115

#4 · Solapurcell 4960000173

distance 0.118 · cross-district

#5 · Sanglicell 4930005684

distance 0.122

#6 · Sanglicell 4930004999

distance 0.125

#7 · Sanglicell 4930004285

distance 0.127

#8 · Sanglicell 4930005480

distance 0.128

#9 · Solapurcell 4960000888

distance 0.135 · cross-district

#10 · Solapurcell 4960008311

distance 0.138 · cross-district

#11 · Solapurcell 4960008080

distance 0.146 · cross-district

#12 · Solapurcell 4960009595

distance 0.146 · cross-district

#13 · Sanglicell 4930005127

distance 0.147

#14 · Solapurcell 4960009686

distance 0.148 · cross-district

#15 · Solapurcell 4960009952

distance 0.151 · cross-district

#16 · Solapurcell 4960008900

distance 0.151 · cross-district

#17 · Solapurcell 4960000279

distance 0.154 · cross-district

#18 · Solapurcell 4960000281

distance 0.155 · 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":4930004863}}}'

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.