Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006724

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006835

distance 0.113

#2 · Sanglicell 4930006783

distance 0.118

#3 · Sanglicell 4930006784

distance 0.137

#4 · Solapurcell 4960004055

distance 0.14 · cross-district

#5 · Sanglicell 4930007194

distance 0.145

#6 · Solapurcell 4960003775

distance 0.147 · cross-district

#7 · Sanglicell 4930007199

distance 0.147

#8 · Solapurcell 4960002393

distance 0.153 · cross-district

#9 · Sanglicell 4930007189

distance 0.156

#10 · Sataracell 4940002344

distance 0.161 · cross-district

#11 · Sanglicell 4930006903

distance 0.166

#12 · Solapurcell 4960003090

distance 0.169 · cross-district

#13 · Ahmednagarcell 4660006900

distance 0.17 · cross-district

#14 · Solapurcell 4960005554

distance 0.171 · cross-district

#15 · Solapurcell 4960004348

distance 0.172 · cross-district

#16 · Ahmednagarcell 4660006899

distance 0.174 · cross-district

#17 · Jalgaoncell 4780004084

distance 0.174 · cross-district

#18 · Jalgaoncell 4780001864

distance 0.177 · 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":4930006724}}}'

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.