Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004997

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000332

distance 0.134 · cross-district

#2 · Solapurcell 4960000648

distance 0.146 · cross-district

#3 · Solapurcell 4960000654

distance 0.151 · cross-district

#4 · Solapurcell 4960001215

distance 0.162 · cross-district

#5 · Sanglicell 4930004133

distance 0.18

#6 · Solapurcell 4960000019

distance 0.19 · cross-district

#7 · Solapurcell 4960001213

distance 0.196 · cross-district

#8 · Sanglicell 4930004433

distance 0.201

#9 · Solapurcell 4960000108

distance 0.204 · cross-district

#10 · Solapurcell 4960000020

distance 0.205 · cross-district

#11 · Solapurcell 4960001437

distance 0.206 · cross-district

#12 · Solapurcell 4960000715

distance 0.207 · cross-district

#13 · Solapurcell 4960001456

distance 0.207 · cross-district

#14 · Solapurcell 4960000177

distance 0.208 · cross-district

#15 · Sanglicell 4930002759

distance 0.209

#16 · Sanglicell 4930004998

distance 0.21

#17 · Sanglicell 4930004145

distance 0.212

#18 · Solapurcell 4960000517

distance 0.214 · 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":4930004997}}}'

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.