Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006994

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006993

distance 0.199

#2 · Ahmednagarcell 4660004781

distance 0.204 · cross-district

#3 · Sataracell 4940002226

distance 0.204 · cross-district

#4 · Sanglicell 4930006736

distance 0.21

#5 · Sataracell 4940002012

distance 0.212 · cross-district

#6 · Sataracell 4940004668

distance 0.22 · cross-district

#7 · Sataracell 4940003349

distance 0.221 · cross-district

#8 · Sanglicell 4930007025

distance 0.222

#9 · Sataracell 4940001709

distance 0.225 · cross-district

#10 · Sataracell 4940004302

distance 0.226 · cross-district

#11 · Sataracell 4940003335

distance 0.227 · cross-district

#12 · Sataracell 4940003354

distance 0.23 · cross-district

#13 · Sataracell 4940003234

distance 0.231 · cross-district

#14 · Sanglicell 4930004455

distance 0.234

#15 · Sanglicell 4930006909

distance 0.234

#16 · Sanglicell 4930007064

distance 0.236

#17 · Sataracell 4940003936

distance 0.238 · cross-district

#18 · Sataracell 4940006296

distance 0.238 · 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":4930006994}}}'

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.