Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008554

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006506

distance 0.343 · cross-district

#2 · Sataracell 4940008474

distance 0.361

#3 · Sataracell 4940004302

distance 0.364

#4 · Sataracell 4940008282

distance 0.364

#5 · Ahmednagarcell 4660009674

distance 0.365 · cross-district

#6 · Sataracell 4940008899

distance 0.366

#7 · Sataracell 4940007688

distance 0.374

#8 · Ahmednagarcell 4660006575

distance 0.377 · cross-district

#9 · Punecell 4900006745

distance 0.377 · cross-district

#10 · Ahmednagarcell 4660007585

distance 0.378 · cross-district

#11 · Punecell 4900006743

distance 0.381 · cross-district

#12 · Ahmednagarcell 4660006006

distance 0.385 · cross-district

#13 · Sataracell 4940008813

distance 0.387

#14 · Ahmednagarcell 4660007141

distance 0.388 · cross-district

#15 · Ahmednagarcell 4660009845

distance 0.388 · cross-district

#16 · Ahmednagarcell 4660008824

distance 0.39 · cross-district

#17 · Punecell 4900008298

distance 0.392 · cross-district

#18 · Sanglicell 4930006879

distance 0.392 · 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":4940008554}}}'

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.