Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008049

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

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007947

distance 0.2

#2 · Sataracell 4940007636

distance 0.309

#3 · Sataracell 4940005061

distance 0.342

#4 · Punecell 4900012239

distance 0.348 · cross-district

#5 · Sataracell 4940008050

distance 0.37

#6 · Punecell 4900012462

distance 0.371 · cross-district

#7 · Sataracell 4940004931

distance 0.379

#8 · Sataracell 4940004803

distance 0.384

#9 · Punecell 4900012789

distance 0.385 · cross-district

#10 · Sataracell 4940007741

distance 0.394

#11 · Sataracell 4940008048

distance 0.394

#12 · Sataracell 4940004800

distance 0.396

#13 · Sataracell 4940008973

distance 0.403

#14 · Sataracell 4940007731

distance 0.404

#15 · Sataracell 4940007950

distance 0.405

#16 · Punecell 4900013083

distance 0.413 · cross-district

#17 · Punecell 4900012978

distance 0.413 · cross-district

#18 · Punecell 4900013321

distance 0.42 · 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":4940008049}}}'

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.