Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001208

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001027

distance 0.22

#2 · Sataracell 4940001328

distance 0.231

#3 · Sataracell 4940000913

distance 0.233

#4 · Sataracell 4940001207

distance 0.252

#5 · Sataracell 4940001321

distance 0.259

#6 · Sataracell 4940001333

distance 0.265

#7 · Sataracell 4940001147

distance 0.269

#8 · Sataracell 4940001324

distance 0.271

#9 · Ratnagiricell 4920005031

distance 0.273 · cross-district

#10 · Sataracell 4940001029

distance 0.275

#11 · Sataracell 4940001315

distance 0.278

#12 · Sataracell 4940001265

distance 0.283

#13 · Sanglicell 4930004341

distance 0.284 · cross-district

#14 · Ratnagiricell 4920004970

distance 0.286 · cross-district

#15 · Ratnagiricell 4920004733

distance 0.288 · cross-district

#16 · Sataracell 4940000733

distance 0.293

#17 · Sataracell 4940001032

distance 0.299

#18 · Ratnagiricell 4920003176

distance 0.3 · 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":4940001208}}}'

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.