Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004440

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960007954

distance 0.184 · cross-district

#2 · Solapurcell 4960000797

distance 0.192 · cross-district

#3 · Solapurcell 4960000651

distance 0.204 · cross-district

#4 · Solapurcell 4960000664

distance 0.214 · cross-district

#5 · Sanglicell 4930005127

distance 0.215

#6 · Solapurcell 4960000795

distance 0.216 · cross-district

#7 · Solapurcell 4960000719

distance 0.218 · cross-district

#8 · Solapurcell 4960001794

distance 0.225 · cross-district

#9 · Sanglicell 4930005364

distance 0.227

#10 · Solapurcell 4960009004

distance 0.227 · cross-district

#11 · Solapurcell 4960000796

distance 0.227 · cross-district

#12 · Sanglicell 4930002085

distance 0.233

#13 · Sanglicell 4930005126

distance 0.234

#14 · Solapurcell 4960000736

distance 0.234 · cross-district

#15 · Sanglicell 4930005002

distance 0.234

#16 · Beedcell 4700001261

distance 0.237 · cross-district

#17 · Solapurcell 4960008801

distance 0.242 · cross-district

#18 · Beedcell 4700005951

distance 0.243 · 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":4930004440}}}'

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.