Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000376

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001005

distance 0.189

#2 · Sataracell 4940000714

distance 0.201

#3 · Sanglicell 4930006405

distance 0.237 · cross-district

#4 · Sanglicell 4930004364

distance 0.239 · cross-district

#5 · Kolhapurcell 4800005720

distance 0.241 · cross-district

#6 · Sataracell 4940000278

distance 0.242

#7 · Sataracell 4940000487

distance 0.246

#8 · Sanglicell 4930004494

distance 0.252 · cross-district

#9 · Sanglicell 4930005531

distance 0.254 · cross-district

#10 · Sanglicell 4930006328

distance 0.255 · cross-district

#11 · Amravaticell 4680006572

distance 0.26 · cross-district

#12 · Sataracell 4940000886

distance 0.266

#13 · Sanglicell 4930004951

distance 0.269 · cross-district

#14 · Sanglicell 4930004072

distance 0.269 · cross-district

#15 · Sanglicell 4930006393

distance 0.271 · cross-district

#16 · Sanglicell 4930004196

distance 0.271 · cross-district

#17 · Sanglicell 4930003008

distance 0.274 · cross-district

#18 · Sanglicell 4930004653

distance 0.274 · 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":4940000376}}}'

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.