Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003021

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002346

distance 0.155

#2 · Sataracell 4940003479

distance 0.171

#3 · Sataracell 4940002342

distance 0.172

#4 · Sataracell 4940001614

distance 0.183

#5 · Sataracell 4940002913

distance 0.183

#6 · Sanglicell 4930007076

distance 0.186 · cross-district

#7 · Sataracell 4940002011

distance 0.188

#8 · Sataracell 4940002338

distance 0.2

#9 · Sanglicell 4930006700

distance 0.202 · cross-district

#10 · Sataracell 4940003360

distance 0.204

#11 · Sataracell 4940003480

distance 0.209

#12 · Sataracell 4940002117

distance 0.215

#13 · Sanglicell 4930006714

distance 0.216 · cross-district

#14 · Sataracell 4940003132

distance 0.217

#15 · Sataracell 4940002576

distance 0.217

#16 · Solapurcell 4960002531

distance 0.218 · cross-district

#17 · Sataracell 4940003694

distance 0.22

#18 · Sanglicell 4930006828

distance 0.22 · 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":4940003021}}}'

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.