Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007151

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004265

distance 0.161 · cross-district

#2 · Sanglicell 4930006768

distance 0.187

#3 · Ahmednagarcell 4660002902

distance 0.188 · cross-district

#4 · Sanglicell 4930006987

distance 0.191

#5 · Sataracell 4940003478

distance 0.191 · cross-district

#6 · Sataracell 4940008487

distance 0.194 · cross-district

#7 · Solapurcell 4960004058

distance 0.194 · cross-district

#8 · Solapurcell 4960004205

distance 0.194 · cross-district

#9 · Sanglicell 4930007044

distance 0.199

#10 · Ahmednagarcell 4660005804

distance 0.2 · cross-district

#11 · Ahmednagarcell 4660004511

distance 0.203 · cross-district

#12 · Sataracell 4940008402

distance 0.204 · cross-district

#13 · Sanglicell 4930006996

distance 0.205

#14 · Sataracell 4940003595

distance 0.207 · cross-district

#15 · Solapurcell 4960001176

distance 0.208 · cross-district

#16 · Punecell 4900006050

distance 0.209 · cross-district

#17 · Punecell 4900001209

distance 0.209 · cross-district

#18 · Sataracell 4940008737

distance 0.21 · 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":4930007151}}}'

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.