Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001822

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002698

distance 0.157

#2 · Sanglicell 4930004914

distance 0.27 · cross-district

#3 · Sataracell 4940001387

distance 0.283

#4 · Kolhapurcell 4800006448

distance 0.294 · cross-district

#5 · Amravaticell 4680005183

distance 0.327 · cross-district

#6 · Sataracell 4940000737

distance 0.329

#7 · Sataracell 4940002700

distance 0.332

#8 · Sataracell 4940000285

distance 0.39

#9 · Ratnagiricell 4920003132

distance 0.394 · cross-district

#10 · Sataracell 4940001723

distance 0.431

#11 · Sataracell 4940003373

distance 0.433

#12 · Bhandaracell 4710000737

distance 0.441 · cross-district

#13 · Sataracell 4940001820

distance 0.442

#14 · Nagpurcell 4840008607

distance 0.445 · cross-district

#15 · Sataracell 4940001625

distance 0.448

#16 · Sataracell 4940004199

distance 0.454

#17 · Hingolicell 4770002668

distance 0.454 · cross-district

#18 · Sataracell 4940001626

distance 0.457

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":4940001822}}}'

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.