Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006829

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

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006122

distance 0.207

#2 · Sataracell 4940003790

distance 0.251 · cross-district

#3 · Sanglicell 4930006541

distance 0.265

#4 · Sanglicell 4930005315

distance 0.265

#5 · Sataracell 4940001787

distance 0.271 · cross-district

#6 · Sanglicell 4930006052

distance 0.272

#7 · Solapurcell 4960001205

distance 0.281 · cross-district

#8 · Solapurcell 4960004095

distance 0.283 · cross-district

#9 · Sataracell 4940003130

distance 0.284 · cross-district

#10 · Sataracell 4940004535

distance 0.288 · cross-district

#11 · Sataracell 4940002232

distance 0.29 · cross-district

#12 · Solapurcell 4960000128

distance 0.291 · cross-district

#13 · Solapurcell 4960009217

distance 0.292 · cross-district

#14 · Sanglicell 4930005929

distance 0.293

#15 · Punecell 4900002014

distance 0.296 · cross-district

#16 · Punecell 4900005895

distance 0.296 · cross-district

#17 · Solapurcell 4960003647

distance 0.296 · cross-district

#18 · Ahmednagarcell 4660003149

distance 0.297 · 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":4930006829}}}'

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.