Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006007

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006006

distance 0.149

#2 · Solapurcell 4960002509

distance 0.206 · cross-district

#3 · Sanglicell 4930006292

distance 0.215

#4 · Dharashivcell 4880000591

distance 0.218 · cross-district

#5 · Sanglicell 4930005837

distance 0.226

#6 · Solapurcell 4960000634

distance 0.23 · cross-district

#7 · Solapurcell 4960002247

distance 0.23 · cross-district

#8 · Solapurcell 4960002654

distance 0.232 · cross-district

#9 · Solapurcell 4960002796

distance 0.235 · cross-district

#10 · Sanglicell 4930005460

distance 0.239

#11 · Dharashivcell 4880005200

distance 0.242 · cross-district

#12 · Sanglicell 4930006481

distance 0.244

#13 · Solapurcell 4960005231

distance 0.245 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002146

distance 0.245 · cross-district

#15 · Sanglicell 4930005852

distance 0.246

#16 · Sataracell 4940002453

distance 0.246 · cross-district

#17 · Buldhanacell 4720003154

distance 0.247 · cross-district

#18 · Dharashivcell 4880000216

distance 0.248 · 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":4930006007}}}'

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.