Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005235

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000091

distance 0.135 · cross-district

#2 · Sanglicell 4930004452

distance 0.162

#3 · Sanglicell 4930004126

distance 0.164

#4 · Solapurcell 4960000443

distance 0.17 · cross-district

#5 · Solapurcell 4960004618

distance 0.171 · cross-district

#6 · Solapurcell 4960000633

distance 0.175 · cross-district

#7 · Sanglicell 4930005113

distance 0.177

#8 · Solapurcell 4960000786

distance 0.18 · cross-district

#9 · Ahmednagarcell 4660001857

distance 0.184 · cross-district

#10 · Solapurcell 4960000504

distance 0.187 · cross-district

#11 · Solapurcell 4960000709

distance 0.189 · cross-district

#12 · Sanglicell 4930005474

distance 0.191

#13 · Solapurcell 4960011979

distance 0.191 · cross-district

#14 · Solapurcell 4960011171

distance 0.192 · cross-district

#15 · Dharashivcell 4880000931

distance 0.192 · cross-district

#16 · Ahmednagarcell 4660001864

distance 0.192 · cross-district

#17 · Solapurcell 4960000121

distance 0.196 · cross-district

#18 · Ahmednagarcell 4660010931

distance 0.2 · 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":4930005235}}}'

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.