Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001535

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001453

distance 0.044

#2 · Sataracell 4940001454

distance 0.053

#3 · Sataracell 4940002025

distance 0.084

#4 · Sataracell 4940001536

distance 0.088

#5 · Sataracell 4940002695

distance 0.13

#6 · Sataracell 4940002236

distance 0.153

#7 · Sataracell 4940000842

distance 0.156

#8 · Sataracell 4940001455

distance 0.162

#9 · Sataracell 4940000848

distance 0.162

#10 · Sataracell 4940000844

distance 0.163

#11 · Sataracell 4940000442

distance 0.166

#12 · Sataracell 4940000672

distance 0.168

#13 · Sataracell 4940000559

distance 0.169

#14 · Sataracell 4940000383

distance 0.17

#15 · Sataracell 4940002583

distance 0.172

#16 · Sataracell 4940000441

distance 0.172

#17 · Sataracell 4940000437

distance 0.174

#18 · Sataracell 4940000728

distance 0.175

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":4940001535}}}'

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.