Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006892

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006793

distance 0.132

#2 · Sanglicell 4930006726

distance 0.15

#3 · Sataracell 4940003832

distance 0.15 · cross-district

#4 · Sanglicell 4930007099

distance 0.159

#5 · Sanglicell 4930006920

distance 0.159

#6 · Sanglicell 4930006658

distance 0.161

#7 · Punecell 4900004708

distance 0.178 · cross-district

#8 · Sataracell 4940003369

distance 0.178 · cross-district

#9 · Sanglicell 4930006891

distance 0.181

#10 · Solapurcell 4960011641

distance 0.189 · cross-district

#11 · Sanglicell 4930004570

distance 0.189

#12 · Punecell 4900004851

distance 0.189 · cross-district

#13 · Solapurcell 4960007967

distance 0.192 · cross-district

#14 · Ahmednagarcell 4660001654

distance 0.193 · cross-district

#15 · Ahmednagarcell 4660006635

distance 0.194 · cross-district

#16 · Sanglicell 4930004590

distance 0.195

#17 · Ahmednagarcell 4660003324

distance 0.195 · cross-district

#18 · Sanglicell 4930004733

distance 0.195

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":4930006892}}}'

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.