Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001552

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001471

distance 0.199

#2 · Sataracell 4940002371

distance 0.256

#3 · Beedcell 4700004234

distance 0.272 · cross-district

#4 · Sataracell 4940002372

distance 0.275

#5 · Sataracell 4940001354

distance 0.277

#6 · Sataracell 4940002713

distance 0.283

#7 · Sataracell 4940002601

distance 0.291

#8 · Beedcell 4700006502

distance 0.303 · cross-district

#9 · Kolhapurcell 4800006265

distance 0.307 · cross-district

#10 · Nandedcell 4850008295

distance 0.311 · cross-district

#11 · Sataracell 4940002370

distance 0.314

#12 · Nandedcell 4850008491

distance 0.32 · cross-district

#13 · Nandedcell 4850006520

distance 0.321 · cross-district

#14 · Sataracell 4940003387

distance 0.325

#15 · Nandedcell 4850007314

distance 0.331 · cross-district

#16 · Kolhapurcell 4800001153

distance 0.332 · cross-district

#17 · Solapurcell 4960012534

distance 0.333 · cross-district

#18 · Beedcell 4700004898

distance 0.334 · 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":4940001552}}}'

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.