Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000656

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000710

distance 0.194

#2 · Sataracell 4940001007

distance 0.217

#3 · Sanglicell 4930000334

distance 0.224 · cross-district

#4 · Sataracell 4940000655

distance 0.24

#5 · Akolacell 4670004624

distance 0.243 · cross-district

#6 · Dharashivcell 4880000212

distance 0.25 · cross-district

#7 · Dharashivcell 4880000314

distance 0.253 · cross-district

#8 · Sanglicell 4930005441

distance 0.255 · cross-district

#9 · Sanglicell 4930000598

distance 0.256 · cross-district

#10 · Sanglicell 4930006202

distance 0.259 · cross-district

#11 · Nagpurcell 4840006473

distance 0.26 · cross-district

#12 · Sataracell 4940000051

distance 0.263

#13 · Sanglicell 4930006332

distance 0.265 · cross-district

#14 · Sanglicell 4930004667

distance 0.265 · cross-district

#15 · Sanglicell 4930005438

distance 0.265 · cross-district

#16 · Sanglicell 4930000335

distance 0.267 · cross-district

#17 · Sanglicell 4930006543

distance 0.268 · cross-district

#18 · Sanglicell 4930000283

distance 0.27 · 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":4940000656}}}'

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.