Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007321

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.44

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007307

distance 0.44

#2 · Sataracell 4940007317

distance 0.478

#3 · Sataracell 4940007319

distance 0.481

#4 · Sataracell 4940007316

distance 0.496

#5 · Sataracell 4940007311

distance 0.508

#6 · Sataracell 4940007213

distance 0.524

#7 · Sataracell 4940007199

distance 0.541

#8 · Sataracell 4940007209

distance 0.587

#9 · Punecell 4900002849

distance 0.615 · cross-district

#10 · Sataracell 4940007314

distance 0.618

#11 · Sataracell 4940007863

distance 0.621

#12 · Sataracell 4940007318

distance 0.623

#13 · Sataracell 4940007416

distance 0.624

#14 · Punecell 4900004093

distance 0.628 · cross-district

#15 · Nashikcell 4870002512

distance 0.632 · cross-district

#16 · Sataracell 4940004959

distance 0.64

#17 · Chhatrapati Sambhajinagarcell 4690003022

distance 0.646 · cross-district

#18 · Nashikcell 4870002258

distance 0.652 · 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":4940007321}}}'

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.