Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940006721

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005503

distance 0.198

#2 · Sataracell 4940004893

distance 0.201

#3 · Sataracell 4940006300

distance 0.208

#4 · Sataracell 4940004507

distance 0.209

#5 · Sanglicell 4930006692

distance 0.217 · cross-district

#6 · Sataracell 4940006626

distance 0.22

#7 · Sataracell 4940004767

distance 0.221

#8 · Sanglicell 4930006814

distance 0.221 · cross-district

#9 · Sataracell 4940005170

distance 0.224

#10 · Sataracell 4940007263

distance 0.227

#11 · Sataracell 4940005146

distance 0.228

#12 · Sataracell 4940006076

distance 0.23

#13 · Sataracell 4940004067

distance 0.234

#14 · Sataracell 4940004065

distance 0.234

#15 · Sataracell 4940005616

distance 0.237

#16 · Sataracell 4940006950

distance 0.237

#17 · Sanglicell 4930006894

distance 0.238 · cross-district

#18 · Sanglicell 4930006895

distance 0.24 · 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":4940006721}}}'

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.