Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002821

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002931

distance 0.31

#2 · Sataracell 4940003043

distance 0.363

#3 · Kolhapurcell 4800006448

distance 0.394 · cross-district

#4 · Sanglicell 4930004914

distance 0.397 · cross-district

#5 · Thanecell 4970003042

distance 0.429 · cross-district

#6 · Sataracell 4940000737

distance 0.462

#7 · Sataracell 4940001822

distance 0.475

#8 · Amravaticell 4680005183

distance 0.478 · cross-district

#9 · Sataracell 4940002698

distance 0.478

#10 · Ratnagiricell 4920003389

distance 0.486 · cross-district

#11 · Ahmednagarcell 4660008223

distance 0.497 · cross-district

#12 · Ratnagiricell 4920002983

distance 0.497 · cross-district

#13 · Sataracell 4940000285

distance 0.504

#14 · Beedcell 4700008392

distance 0.508 · cross-district

#15 · Ratnagiricell 4920003132

distance 0.508 · cross-district

#16 · Parbhanicell 4890001332

distance 0.513 · cross-district

#17 · Beedcell 4700008305

distance 0.514 · cross-district

#18 · Yavatmalcell 5000001809

distance 0.52 · 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":4940002821}}}'

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.