Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000855

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000732

distance 0.176

#2 · Sataracell 4940000973

distance 0.199

#3 · Sataracell 4940000903

distance 0.222

#4 · Ratnagiricell 4920002980

distance 0.229 · cross-district

#5 · Sataracell 4940001034

distance 0.242

#6 · Sataracell 4940000685

distance 0.243

#7 · Sataracell 4940000733

distance 0.248

#8 · Sataracell 4940001395

distance 0.255

#9 · Ratnagiricell 4920003699

distance 0.26 · cross-district

#10 · Ratnagiricell 4920002937

distance 0.27 · cross-district

#11 · Sataracell 4940001141

distance 0.286

#12 · Ratnagiricell 4920004908

distance 0.293 · cross-district

#13 · Sataracell 4940001200

distance 0.298

#14 · Sataracell 4940001268

distance 0.299

#15 · Ratnagiricell 4920003026

distance 0.3 · cross-district

#16 · Sataracell 4940001032

distance 0.306

#17 · Sataracell 4940003492

distance 0.308

#18 · Ratnagiricell 4920003700

distance 0.31 · 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":4940000855}}}'

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.