Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007421

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007098

distance 0.274

#2 · Sataracell 4940006992

distance 0.28

#3 · Sataracell 4940007518

distance 0.281

#4 · Sataracell 4940007733

distance 0.287

#5 · Sataracell 4940006991

distance 0.295

#6 · Sataracell 4940006993

distance 0.299

#7 · Sataracell 4940006777

distance 0.3

#8 · Sataracell 4940007422

distance 0.305

#9 · Sataracell 4940007526

distance 0.308

#10 · Sataracell 4940007204

distance 0.31

#11 · Sataracell 4940007525

distance 0.311

#12 · Sataracell 4940007537

distance 0.311

#13 · Sataracell 4940006876

distance 0.329

#14 · Sataracell 4940006770

distance 0.33

#15 · Sataracell 4940007097

distance 0.34

#16 · Sataracell 4940006776

distance 0.341

#17 · Ahmednagarcell 4660009495

distance 0.346 · cross-district

#18 · Punecell 4900012924

distance 0.346 · 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":4940007421}}}'

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.