Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006920

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002133

distance 0.131 · cross-district

#2 · Sanglicell 4930006732

distance 0.134

#3 · Solapurcell 4960002389

distance 0.14 · cross-district

#4 · Sanglicell 4930007086

distance 0.145

#5 · Sanglicell 4930006892

distance 0.159

#6 · Sanglicell 4930006658

distance 0.163

#7 · Ahmednagarcell 4660000811

distance 0.164 · cross-district

#8 · Punecell 4900007389

distance 0.164 · cross-district

#9 · Ahmednagarcell 4660006910

distance 0.166 · cross-district

#10 · Solapurcell 4960007967

distance 0.168 · cross-district

#11 · Ahmednagarcell 4660003324

distance 0.169 · cross-district

#12 · Ahmednagarcell 4660006161

distance 0.17 · cross-district

#13 · Ahmednagarcell 4660000103

distance 0.17 · cross-district

#14 · Sanglicell 4930006887

distance 0.171

#15 · Sanglicell 4930006886

distance 0.172

#16 · Ahmednagarcell 4660001259

distance 0.172 · cross-district

#17 · Sanglicell 4930006793

distance 0.172

#18 · Ahmednagarcell 4660000456

distance 0.172 · 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":4930006920}}}'

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.