Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007002

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007001

distance 0.129

#2 · Sataracell 4940008042

distance 0.254

#3 · Punecell 4900000220

distance 0.257 · cross-district

#4 · Punecell 4900000386

distance 0.264 · cross-district

#5 · Punecell 4900000550

distance 0.272 · cross-district

#6 · Sataracell 4940006893

distance 0.294

#7 · Sataracell 4940007836

distance 0.3

#8 · Punecell 4900000363

distance 0.302 · cross-district

#9 · Punecell 4900000304

distance 0.314 · cross-district

#10 · Punecell 4900000641

distance 0.317 · cross-district

#11 · Sataracell 4940007342

distance 0.33

#12 · Sataracell 4940007435

distance 0.332

#13 · Punecell 4900003006

distance 0.332 · cross-district

#14 · Punecell 4900002867

distance 0.339 · cross-district

#15 · Sataracell 4940005444

distance 0.341

#16 · Sataracell 4940006241

distance 0.341

#17 · Sataracell 4940008266

distance 0.342

#18 · Punecell 4900003020

distance 0.345 · 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":4940007002}}}'

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.