Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006736

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002259

distance 0.125 · cross-district

#2 · Sanglicell 4930007064

distance 0.134

#3 · Sanglicell 4930007096

distance 0.137

#4 · Ahmednagarcell 4660008571

distance 0.174 · cross-district

#5 · Sanglicell 4930004455

distance 0.178

#6 · Sanglicell 4930007015

distance 0.178

#7 · Sanglicell 4930007103

distance 0.18

#8 · Sanglicell 4930007042

distance 0.183

#9 · Sanglicell 4930006885

distance 0.183

#10 · Ahmednagarcell 4660004781

distance 0.187 · cross-district

#11 · Solapurcell 4960000782

distance 0.19 · cross-district

#12 · Sanglicell 4930007126

distance 0.192

#13 · Solapurcell 4960001066

distance 0.195 · cross-district

#14 · Sanglicell 4930006956

distance 0.196

#15 · Sanglicell 4930006660

distance 0.196

#16 · Punecell 4900007518

distance 0.198 · cross-district

#17 · Solapurcell 4960002526

distance 0.199 · cross-district

#18 · Sanglicell 4930007061

distance 0.199

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":4930006736}}}'

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.