Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004571

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

0.92

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 · Sataracell 4940004214

distance 0.174

#2 · Sataracell 4940005209

distance 0.233

#3 · Sataracell 4940006397

distance 0.293

#4 · Sataracell 4940005206

distance 0.296

#5 · Nashikcell 4870010332

distance 0.302 · cross-district

#6 · Nashikcell 4870010330

distance 0.307 · cross-district

#7 · Sataracell 4940000347

distance 0.317

#8 · Sataracell 4940005456

distance 0.329

#9 · Sataracell 4940006384

distance 0.33

#10 · Ahmednagarcell 4660002785

distance 0.335 · cross-district

#11 · Nashikcell 4870001067

distance 0.343 · cross-district

#12 · Sataracell 4940004453

distance 0.344

#13 · Sataracell 4940007637

distance 0.349

#14 · Nandedcell 4850004003

distance 0.35 · cross-district

#15 · Ahmednagarcell 4660008370

distance 0.355 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003094

distance 0.355 · cross-district

#17 · Laturcell 4810001568

distance 0.355 · cross-district

#18 · Sataracell 4940005077

distance 0.356

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":4940004571}}}'

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.