Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001538

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.482

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910000677

distance 0.482 · cross-district

#2 · Sataracell 4940005792

distance 0.506

#3 · Ratnagiricell 4920006690

distance 0.524 · cross-district

#4 · Punecell 4900012305

distance 0.533 · cross-district

#5 · Ratnagiricell 4920005195

distance 0.535 · cross-district

#6 · Sataracell 4940001720

distance 0.556

#7 · Ratnagiricell 4920004578

distance 0.562 · cross-district

#8 · Ratnagiricell 4920004951

distance 0.563 · cross-district

#9 · Sataracell 4940007742

distance 0.565

#10 · Raigadcell 4910000738

distance 0.569 · cross-district

#11 · Sataracell 4940001817

distance 0.57

#12 · Sataracell 4940005681

distance 0.572

#13 · Ratnagiricell 4920004669

distance 0.574 · cross-district

#14 · Ahmednagarcell 4660001437

distance 0.575 · cross-district

#15 · Ratnagiricell 4920004534

distance 0.58 · cross-district

#16 · Nagpurcell 4840006616

distance 0.582 · cross-district

#17 · Ratnagiricell 4920005290

distance 0.587 · cross-district

#18 · Nashikcell 4870002235

distance 0.588 · 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":4940001538}}}'

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.