Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006307

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005625

distance 0.152

#2 · Sanglicell 4930005524

distance 0.155

#3 · Sanglicell 4930006028

distance 0.159

#4 · Sanglicell 4930004801

distance 0.16

#5 · Sataracell 4940001134

distance 0.163 · cross-district

#6 · Sataracell 4940002911

distance 0.176 · cross-district

#7 · Solapurcell 4960010921

distance 0.183 · cross-district

#8 · Sanglicell 4930005525

distance 0.184

#9 · Sataracell 4940002219

distance 0.186 · cross-district

#10 · Sataracell 4940003366

distance 0.186 · cross-district

#11 · Solapurcell 4960011856

distance 0.188 · cross-district

#12 · Sanglicell 4930005299

distance 0.188

#13 · Sanglicell 4930005417

distance 0.189

#14 · Sataracell 4940003128

distance 0.189 · cross-district

#15 · Solapurcell 4960011319

distance 0.193 · cross-district

#16 · Sanglicell 4930006645

distance 0.193

#17 · Sanglicell 4930004800

distance 0.195

#18 · Solapurcell 4960011857

distance 0.197 · 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":493,"cluster_id":4930006307}}}'

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.