Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001499

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002333

distance 0.272 · cross-district

#2 · Sataracell 4940003761

distance 0.283

#3 · Sataracell 4940002760

distance 0.302

#4 · Sataracell 4940003009

distance 0.302

#5 · Sataracell 4940002623

distance 0.308

#6 · Sanglicell 4930000790

distance 0.309 · cross-district

#7 · Sataracell 4940004716

distance 0.317

#8 · Sanglicell 4930005822

distance 0.317 · cross-district

#9 · Sanglicell 4930006453

distance 0.32 · cross-district

#10 · Sataracell 4940002295

distance 0.324

#11 · Sanglicell 4930004953

distance 0.326 · cross-district

#12 · Sanglicell 4930002503

distance 0.327 · cross-district

#13 · Sataracell 4940004531

distance 0.327

#14 · Buldhanacell 4720003611

distance 0.342 · cross-district

#15 · Sataracell 4940004401

distance 0.342

#16 · Sataracell 4940004060

distance 0.343

#17 · Sanglicell 4930006193

distance 0.345 · cross-district

#18 · Sanglicell 4930005892

distance 0.347 · 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":4940001499}}}'

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.