Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000373

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000608

distance 0.158

#2 · Sataracell 4940000834

distance 0.21

#3 · Sataracell 4940000719

distance 0.247

#4 · Sanglicell 4930004638

distance 0.256 · cross-district

#5 · Sataracell 4940004716

distance 0.273

#6 · Amravaticell 4680005347

distance 0.282 · cross-district

#7 · Sataracell 4940000828

distance 0.292

#8 · Nashikcell 4870006136

distance 0.294 · cross-district

#9 · Solapurcell 4960007675

distance 0.294 · cross-district

#10 · Sanglicell 4930006033

distance 0.295 · cross-district

#11 · Sataracell 4940000462

distance 0.298

#12 · Kolhapurcell 4800005128

distance 0.301 · cross-district

#13 · Sataracell 4940001188

distance 0.303

#14 · Solapurcell 4960007433

distance 0.304 · cross-district

#15 · Nagpurcell 4840007136

distance 0.304 · cross-district

#16 · Nashikcell 4870005435

distance 0.304 · cross-district

#17 · Sataracell 4940004123

distance 0.308

#18 · Solapurcell 4960007905

distance 0.309 · 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":4940000373}}}'

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.