Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000007

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002984

distance 0.174 · cross-district

#2 · Sanglicell 4930001103

distance 0.188 · cross-district

#3 · Sataracell 4940000006

distance 0.197

#4 · Sanglicell 4930001354

distance 0.205 · cross-district

#5 · Sanglicell 4930003525

distance 0.223 · cross-district

#6 · Sanglicell 4930002477

distance 0.25 · cross-district

#7 · Nashikcell 4870006888

distance 0.266 · cross-district

#8 · Sataracell 4940000019

distance 0.273

#9 · Sataracell 4940000073

distance 0.284

#10 · Sanglicell 4930001353

distance 0.295 · cross-district

#11 · Nashikcell 4870012210

distance 0.299 · cross-district

#12 · Kolhapurcell 4800006122

distance 0.303 · cross-district

#13 · Dhulecell 4740003652

distance 0.303 · cross-district

#14 · Sataracell 4940000011

distance 0.303

#15 · Sataracell 4940000173

distance 0.305

#16 · Sanglicell 4930001225

distance 0.306 · cross-district

#17 · Kolhapurcell 4800005884

distance 0.308 · cross-district

#18 · Sanglicell 4930001224

distance 0.308 · 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":4940000007}}}'

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.