Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001611

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001708

distance 0.106

#2 · Sanglicell 4930006857

distance 0.107 · cross-district

#3 · Sataracell 4940001707

distance 0.148

#4 · Sanglicell 4930006812

distance 0.186 · cross-district

#5 · Sanglicell 4930006811

distance 0.199 · cross-district

#6 · Sanglicell 4930006813

distance 0.205 · cross-district

#7 · Sataracell 4940002209

distance 0.221

#8 · Sanglicell 4930006860

distance 0.223 · cross-district

#9 · Sataracell 4940006735

distance 0.225

#10 · Sanglicell 4930006617

distance 0.225 · cross-district

#11 · Sataracell 4940004886

distance 0.248

#12 · Sataracell 4940006495

distance 0.253

#13 · Sanglicell 4930006815

distance 0.254 · cross-district

#14 · Sataracell 4940006744

distance 0.255

#15 · Akolacell 4670002768

distance 0.263 · cross-district

#16 · Sataracell 4940006543

distance 0.265

#17 · Sataracell 4940003028

distance 0.267

#18 · Sataracell 4940006639

distance 0.267

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":4940001611}}}'

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.