Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006052

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006051

distance 0.164

#2 · Sanglicell 4930006129

distance 0.18

#3 · Sanglicell 4930005899

distance 0.198

#4 · Kolhapurcell 4800005041

distance 0.226 · cross-district

#5 · Sanglicell 4930005955

distance 0.231

#6 · Sanglicell 4930005929

distance 0.236

#7 · Sanglicell 4930006122

distance 0.246

#8 · Sanglicell 4930006331

distance 0.253

#9 · Sanglicell 4930005969

distance 0.264

#10 · Sataracell 4940007711

distance 0.265 · cross-district

#11 · Solapurcell 4960010133

distance 0.271 · cross-district

#12 · Sanglicell 4930006829

distance 0.272

#13 · Solapurcell 4960007862

distance 0.272 · cross-district

#14 · Solapurcell 4960009217

distance 0.279 · cross-district

#15 · Buldhanacell 4720004234

distance 0.28 · cross-district

#16 · Sanglicell 4930005315

distance 0.281

#17 · Sanglicell 4930007019

distance 0.282

#18 · Buldhanacell 4720003373

distance 0.284 · 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":4930006052}}}'

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.