Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004851

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000257

distance 0.128 · cross-district

#2 · Solapurcell 4960000264

distance 0.129 · cross-district

#3 · Solapurcell 4960000256

distance 0.131 · cross-district

#4 · Solapurcell 4960000265

distance 0.131 · cross-district

#5 · Sanglicell 4930005936

distance 0.136

#6 · Solapurcell 4960000441

distance 0.15 · cross-district

#7 · Solapurcell 4960000076

distance 0.151 · cross-district

#8 · Sanglicell 4930006513

distance 0.159

#9 · Sanglicell 4930006584

distance 0.159

#10 · Solapurcell 4960000384

distance 0.159 · cross-district

#11 · Sanglicell 4930005112

distance 0.159

#12 · Chhatrapati Sambhajinagarcell 4690004244

distance 0.161 · cross-district

#13 · Solapurcell 4960000444

distance 0.161 · cross-district

#14 · Sanglicell 4930004544

distance 0.162

#15 · Beedcell 4700005479

distance 0.163 · cross-district

#16 · Solapurcell 4960000184

distance 0.163 · cross-district

#17 · Solapurcell 4960000050

distance 0.165 · cross-district

#18 · Dharashivcell 4880000328

distance 0.165 · 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":4930004851}}}'

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.