Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001735

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002166

distance 0.214

#2 · Sataracell 4940003507

distance 0.236

#3 · Sataracell 4940002062

distance 0.254

#4 · Sataracell 4940001639

distance 0.26

#5 · Beedcell 4700005401

distance 0.268 · cross-district

#6 · Sataracell 4940001407

distance 0.269

#7 · Nandedcell 4850005674

distance 0.282 · cross-district

#8 · Beedcell 4700003891

distance 0.284 · cross-district

#9 · Nandedcell 4850007605

distance 0.285 · cross-district

#10 · Nashikcell 4870009452

distance 0.308 · cross-district

#11 · Sataracell 4940001484

distance 0.308

#12 · Sataracell 4940001857

distance 0.312

#13 · Nandedcell 4850007495

distance 0.313 · cross-district

#14 · Kolhapurcell 4800003226

distance 0.318 · cross-district

#15 · Kolhapurcell 4800003784

distance 0.319 · cross-district

#16 · Washimcell 4990003065

distance 0.321 · cross-district

#17 · Nandedcell 4850005819

distance 0.325 · cross-district

#18 · Beedcell 4700004225

distance 0.325 · 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":4940001735}}}'

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.