Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001508

The MH-36 locality cells most similar to this Satara 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001873

distance 0.11

#2 · Sataracell 4940001779

distance 0.152

#3 · Sataracell 4940001585

distance 0.161

#4 · Sataracell 4940003077

distance 0.207

#5 · Sanglicell 4930006604

distance 0.238 · cross-district

#6 · Sataracell 4940003662

distance 0.245

#7 · Sataracell 4940002969

distance 0.253

#8 · Sataracell 4940001304

distance 0.254

#9 · Sataracell 4940001607

distance 0.261

#10 · Sataracell 4940001495

distance 0.262

#11 · Sanglicell 4930005069

distance 0.262 · cross-district

#12 · Sataracell 4940002415

distance 0.263

#13 · Sataracell 4940001073

distance 0.264

#14 · Sanglicell 4930005910

distance 0.265 · cross-district

#15 · Sataracell 4940003565

distance 0.27

#16 · Sataracell 4940002866

distance 0.271

#17 · Sanglicell 4930006808

distance 0.274 · cross-district

#18 · Solapurcell 4960004238

distance 0.279 · 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":494,"cluster_id":4940001508}}}'

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.