Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007739

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

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008048

distance 0.285

#2 · Sataracell 4940007326

distance 0.303

#3 · Sataracell 4940007947

distance 0.343

#4 · Punecell 4900000864

distance 0.345 · cross-district

#5 · Punecell 4900000860

distance 0.369 · cross-district

#6 · Sataracell 4940007833

distance 0.384

#7 · Sataracell 4940005454

distance 0.397

#8 · Sataracell 4940008149

distance 0.398

#9 · Sataracell 4940005318

distance 0.398

#10 · Sataracell 4940004930

distance 0.403

#11 · Punecell 4900000636

distance 0.404 · cross-district

#12 · Punecell 4900012239

distance 0.405 · cross-district

#13 · Sataracell 4940008139

distance 0.415

#14 · Sataracell 4940005795

distance 0.417

#15 · Punecell 4900000859

distance 0.417 · cross-district

#16 · Punecell 4900012789

distance 0.42 · cross-district

#17 · Punecell 4900012976

distance 0.424 · cross-district

#18 · Punecell 4900000861

distance 0.429 · 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":4940007739}}}'

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.