Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000126

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000403

distance 0.244

#2 · Sataracell 4940000406

distance 0.26

#3 · Sataracell 4940000704

distance 0.269

#4 · Amravaticell 4680007789

distance 0.271 · cross-district

#5 · Sanglicell 4930003688

distance 0.272 · cross-district

#6 · Nashikcell 4870008208

distance 0.288 · cross-district

#7 · Sataracell 4940000412

distance 0.302

#8 · Sataracell 4940000359

distance 0.305

#9 · Sataracell 4940000206

distance 0.305

#10 · Sataracell 4940000688

distance 0.312

#11 · Sataracell 4940000408

distance 0.315

#12 · Sataracell 4940000639

distance 0.32

#13 · Sataracell 4940000642

distance 0.324

#14 · Sataracell 4940000249

distance 0.34

#15 · Sataracell 4940000578

distance 0.343

#16 · Sataracell 4940006383

distance 0.348

#17 · Sanglicell 4930004359

distance 0.352 · cross-district

#18 · Nashikcell 4870008071

distance 0.352 · 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":4940000126}}}'

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.