Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000849

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000843

distance 0.104

#2 · Sataracell 4940000620

distance 0.178

#3 · Sataracell 4940000785

distance 0.185

#4 · Sataracell 4940000783

distance 0.203

#5 · Sataracell 4940000618

distance 0.205

#6 · Sataracell 4940000908

distance 0.228

#7 · Sataracell 4940000847

distance 0.23

#8 · Kolhapurcell 4800001144

distance 0.246 · cross-district

#9 · Sataracell 4940001209

distance 0.246

#10 · Kolhapurcell 4800000962

distance 0.254 · cross-district

#11 · Kolhapurcell 4800001145

distance 0.255 · cross-district

#12 · Kolhapurcell 4800000926

distance 0.255 · cross-district

#13 · Sataracell 4940000449

distance 0.256

#14 · Sataracell 4940000911

distance 0.257

#15 · Sataracell 4940000841

distance 0.257

#16 · Kolhapurcell 4800000300

distance 0.257 · cross-district

#17 · Kolhapurcell 4800001005

distance 0.257 · cross-district

#18 · Sataracell 4940000566

distance 0.263

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":4940000849}}}'

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.