Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005087

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000258

distance 0.18 · cross-district

#2 · Solapurcell 4960006283

distance 0.21 · cross-district

#3 · Sanglicell 4930005848

distance 0.214

#4 · Sanglicell 4930002541

distance 0.215

#5 · Solapurcell 4960000072

distance 0.218 · cross-district

#6 · Sanglicell 4930005528

distance 0.225

#7 · Nashikcell 4870007049

distance 0.227 · cross-district

#8 · Sanglicell 4930004265

distance 0.235

#9 · Sanglicell 4930004794

distance 0.239

#10 · Sanglicell 4930004101

distance 0.246

#11 · Sanglicell 4930002543

distance 0.248

#12 · Sanglicell 4930006004

distance 0.253

#13 · Sanglicell 4930005345

distance 0.255

#14 · Solapurcell 4960005011

distance 0.255 · cross-district

#15 · Nashikcell 4870005147

distance 0.255 · cross-district

#16 · Nashikcell 4870005426

distance 0.257 · cross-district

#17 · Solapurcell 4960006017

distance 0.257 · cross-district

#18 · Sanglicell 4930005074

distance 0.257

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":4930005087}}}'

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.