Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007621

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000362

distance 0.168 · cross-district

#2 · Punecell 4900000980

distance 0.197 · cross-district

#3 · Sataracell 4940008242

distance 0.228

#4 · Sataracell 4940008036

distance 0.24

#5 · Sataracell 4940006764

distance 0.268

#6 · Punecell 4900000856

distance 0.268 · cross-district

#7 · Sataracell 4940007622

distance 0.283

#8 · Punecell 4900000366

distance 0.286 · cross-district

#9 · Sataracell 4940007836

distance 0.287

#10 · Sataracell 4940007633

distance 0.288

#11 · Punecell 4900000857

distance 0.289 · cross-district

#12 · Punecell 4900012724

distance 0.291 · cross-district

#13 · Punecell 4900000999

distance 0.294 · cross-district

#14 · Punecell 4900000301

distance 0.297 · cross-district

#15 · Punecell 4900000364

distance 0.298 · cross-district

#16 · Sataracell 4940008344

distance 0.299

#17 · Punecell 4900000304

distance 0.304 · cross-district

#18 · Punecell 4900000363

distance 0.306 · 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":4940007621}}}'

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.