Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000404

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

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000528

distance 0.108

#2 · Sataracell 4940000815

distance 0.18

#3 · Sataracell 4940004593

distance 0.203

#4 · Sataracell 4940003992

distance 0.211

#5 · Sataracell 4940004833

distance 0.216

#6 · Sataracell 4940003874

distance 0.226

#7 · Sataracell 4940000522

distance 0.226

#8 · Sataracell 4940006144

distance 0.228

#9 · Kolhapurcell 4800003647

distance 0.23 · cross-district

#10 · Sataracell 4940004958

distance 0.23

#11 · Sataracell 4940005591

distance 0.233

#12 · Kolhapurcell 4800002827

distance 0.234 · cross-district

#13 · Sataracell 4940004100

distance 0.241

#14 · Sataracell 4940000647

distance 0.242

#15 · Sataracell 4940004835

distance 0.242

#16 · Kolhapurcell 4800003476

distance 0.246 · cross-district

#17 · Sataracell 4940006476

distance 0.247

#18 · Sataracell 4940003993

distance 0.247

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":4940000404}}}'

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.