Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006995

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001808

distance 0.198 · cross-district

#2 · Sataracell 4940003354

distance 0.211 · cross-district

#3 · Sanglicell 4930006715

distance 0.222

#4 · Sataracell 4940002226

distance 0.224 · cross-district

#5 · Sataracell 4940003348

distance 0.235 · cross-district

#6 · Sataracell 4940003349

distance 0.238 · cross-district

#7 · Sataracell 4940003824

distance 0.241 · cross-district

#8 · Sataracell 4940003466

distance 0.242 · cross-district

#9 · Sanglicell 4930006865

distance 0.255

#10 · Sataracell 4940001811

distance 0.259 · cross-district

#11 · Sataracell 4940001712

distance 0.263 · cross-district

#12 · Sanglicell 4930006897

distance 0.264

#13 · Sanglicell 4930006794

distance 0.265

#14 · Sanglicell 4930006932

distance 0.268

#15 · Sataracell 4940003477

distance 0.268 · cross-district

#16 · Sataracell 4940002572

distance 0.268 · cross-district

#17 · Sataracell 4940004413

distance 0.274 · cross-district

#18 · Sanglicell 4930006248

distance 0.275

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":4930006995}}}'

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.