Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006794

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002572

distance 0.185 · cross-district

#2 · Sanglicell 4930006795

distance 0.194

#3 · Solapurcell 4960003911

distance 0.199 · cross-district

#4 · Solapurcell 4960000185

distance 0.212 · cross-district

#5 · Sataracell 4940003466

distance 0.219 · cross-district

#6 · Ahmednagarcell 4660001071

distance 0.223 · cross-district

#7 · Sataracell 4940001808

distance 0.228 · cross-district

#8 · Sanglicell 4930006791

distance 0.229

#9 · Jalgaoncell 4780003643

distance 0.229 · cross-district

#10 · Sataracell 4940003348

distance 0.234 · cross-district

#11 · Solapurcell 4960007893

distance 0.234 · cross-district

#12 · Sanglicell 4930006787

distance 0.235

#13 · Sanglicell 4930007036

distance 0.237

#14 · Sataracell 4940007503

distance 0.241 · cross-district

#15 · Sataracell 4940007613

distance 0.243 · cross-district

#16 · Ahmednagarcell 4660008712

distance 0.243 · cross-district

#17 · Ahmednagarcell 4660007639

distance 0.244 · cross-district

#18 · Ahmednagarcell 4660008260

distance 0.247 · 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":4930006794}}}'

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.