Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000704

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000412

distance 0.168

#2 · Sataracell 4940000403

distance 0.22

#3 · Sataracell 4940000688

distance 0.232

#4 · Sataracell 4940000359

distance 0.247

#5 · Sataracell 4940000689

distance 0.253

#6 · Sataracell 4940000520

distance 0.258

#7 · Sataracell 4940000126

distance 0.269

#8 · Sataracell 4940000639

distance 0.289

#9 · Sataracell 4940000406

distance 0.289

#10 · Sataracell 4940000632

distance 0.292

#11 · Sataracell 4940000355

distance 0.3

#12 · Sataracell 4940004817

distance 0.3

#13 · Sataracell 4940000249

distance 0.3

#14 · Sataracell 4940000206

distance 0.3

#15 · Sataracell 4940000408

distance 0.301

#16 · Kolhapurcell 4800005273

distance 0.303 · cross-district

#17 · Kolhapurcell 4800002222

distance 0.307 · cross-district

#18 · Sataracell 4940000413

distance 0.311

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":4940000704}}}'

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.