Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000127

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000128

distance 0.192

#2 · Sataracell 4940000103

distance 0.295

#3 · Sataracell 4940000579

distance 0.303

#4 · Nagpurcell 4840007425

distance 0.308 · cross-district

#5 · Sanglicell 4930004027

distance 0.314 · cross-district

#6 · Sataracell 4940000182

distance 0.318

#7 · Sataracell 4940000136

distance 0.319

#8 · Sataracell 4940000633

distance 0.319

#9 · Nashikcell 4870008686

distance 0.319 · cross-district

#10 · Sataracell 4940000405

distance 0.322

#11 · Sataracell 4940000755

distance 0.323

#12 · Sataracell 4940000065

distance 0.33

#13 · Sataracell 4940000299

distance 0.332

#14 · Sataracell 4940000635

distance 0.333

#15 · Sataracell 4940001231

distance 0.334

#16 · Kolhapurcell 4800003790

distance 0.339 · cross-district

#17 · Sataracell 4940000765

distance 0.339

#18 · Sataracell 4940000248

distance 0.34

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":4940000127}}}'

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.