Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006989

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002817

distance 0.069 · cross-district

#2 · Sanglicell 4930006786

distance 0.079

#3 · Solapurcell 4960001758

distance 0.085 · cross-district

#4 · Sanglicell 4930007021

distance 0.095

#5 · Sanglicell 4930007195

distance 0.099

#6 · Solapurcell 4960002676

distance 0.102 · cross-district

#7 · Solapurcell 4960003093

distance 0.102 · cross-district

#8 · Sanglicell 4930007049

distance 0.107

#9 · Sanglicell 4930006927

distance 0.11

#10 · Solapurcell 4960001886

distance 0.11 · cross-district

#11 · Solapurcell 4960002675

distance 0.113 · cross-district

#12 · Solapurcell 4960004062

distance 0.114 · cross-district

#13 · Solapurcell 4960002823

distance 0.117 · cross-district

#14 · Sanglicell 4930007193

distance 0.121

#15 · Solapurcell 4960004208

distance 0.122 · cross-district

#16 · Solapurcell 4960002534

distance 0.122 · cross-district

#17 · Sanglicell 4930007088

distance 0.123

#18 · Solapurcell 4960001757

distance 0.124 · 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":4930006989}}}'

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.