Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005246

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007996

distance 0.119 · cross-district

#2 · Sanglicell 4930004860

distance 0.138

#3 · Solapurcell 4960008237

distance 0.138 · cross-district

#4 · Sanglicell 4930004996

distance 0.141

#5 · Sanglicell 4930004862

distance 0.142

#6 · Solapurcell 4960000418

distance 0.142 · cross-district

#7 · Solapurcell 4960008842

distance 0.143 · cross-district

#8 · Solapurcell 4960000983

distance 0.143 · cross-district

#9 · Solapurcell 4960008555

distance 0.144 · cross-district

#10 · Sanglicell 4930004869

distance 0.145

#11 · Solapurcell 4960008560

distance 0.146 · cross-district

#12 · Sanglicell 4930005585

distance 0.147

#13 · Solapurcell 4960002065

distance 0.147 · cross-district

#14 · Solapurcell 4960008450

distance 0.148 · cross-district

#15 · Solapurcell 4960000393

distance 0.15 · cross-district

#16 · Sanglicell 4930004135

distance 0.15

#17 · Solapurcell 4960008454

distance 0.151 · cross-district

#18 · Solapurcell 4960002057

distance 0.151 · 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":4930005246}}}'

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.