Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004721

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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004860

distance 0.079

#2 · Solapurcell 4960000393

distance 0.094 · cross-district

#3 · Solapurcell 4960000800

distance 0.125 · cross-district

#4 · Sanglicell 4930004432

distance 0.128

#5 · Sanglicell 4930004996

distance 0.136

#6 · Solapurcell 4960008351

distance 0.143 · cross-district

#7 · Sanglicell 4930004862

distance 0.145

#8 · Sanglicell 4930004869

distance 0.148

#9 · Solapurcell 4960007879

distance 0.15 · cross-district

#10 · Solapurcell 4960008352

distance 0.151 · cross-district

#11 · Solapurcell 4960009214

distance 0.152 · cross-district

#12 · Solapurcell 4960008654

distance 0.154 · cross-district

#13 · Jalgaoncell 4780001978

distance 0.156 · cross-district

#14 · Dharashivcell 4880001180

distance 0.156 · cross-district

#15 · Dharashivcell 4880001003

distance 0.16 · cross-district

#16 · Sanglicell 4930004135

distance 0.161

#17 · Dharashivcell 4880001098

distance 0.164 · cross-district

#18 · Ahmednagarcell 4660000924

distance 0.168 · 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":4930004721}}}'

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.