Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006549

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006550

distance 0.056

#2 · Sanglicell 4930005815

distance 0.12

#3 · Sanglicell 4930005072

distance 0.124

#4 · Sanglicell 4930006268

distance 0.14

#5 · Sanglicell 4930005728

distance 0.16

#6 · Sanglicell 4930005441

distance 0.163

#7 · Sanglicell 4930006265

distance 0.165

#8 · Sanglicell 4930006146

distance 0.168

#9 · Sanglicell 4930005195

distance 0.169

#10 · Sanglicell 4930006046

distance 0.177

#11 · Sanglicell 4930006819

distance 0.182

#12 · Sanglicell 4930006349

distance 0.185

#13 · Sataracell 4940003140

distance 0.186 · cross-district

#14 · Sanglicell 4930005320

distance 0.195

#15 · Sanglicell 4930006484

distance 0.199

#16 · Sanglicell 4930006350

distance 0.201

#17 · Sanglicell 4930006554

distance 0.203

#18 · Sanglicell 4930005661

distance 0.204

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":493,"cluster_id":4930006549}}}'

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.