Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002803

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002805

distance 0.111

#2 · Sataracell 4940002802

distance 0.141

#3 · Sataracell 4940002573

distance 0.156

#4 · Sataracell 4940003124

distance 0.162

#5 · Sataracell 4940001612

distance 0.186

#6 · Sataracell 4940004778

distance 0.187

#7 · Sanglicell 4930006635

distance 0.189 · cross-district

#8 · Sataracell 4940005160

distance 0.195

#9 · Sanglicell 4930007091

distance 0.201 · cross-district

#10 · Sataracell 4940003933

distance 0.202

#11 · Ahmednagarcell 4660007334

distance 0.202 · cross-district

#12 · Sanglicell 4930007045

distance 0.206 · cross-district

#13 · Sanglicell 4930005316

distance 0.206 · cross-district

#14 · Sanglicell 4930005196

distance 0.207 · cross-district

#15 · Sanglicell 4930006828

distance 0.209 · cross-district

#16 · Sataracell 4940002806

distance 0.212

#17 · Sanglicell 4930006700

distance 0.214 · cross-district

#18 · Ahmednagarcell 4660007192

distance 0.214 · 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":4940002803}}}'

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.