Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006956

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007126

distance 0.095

#2 · Sanglicell 4930007042

distance 0.111

#3 · Sanglicell 4930007061

distance 0.138

#4 · Solapurcell 4960002809

distance 0.148 · cross-district

#5 · Ahmednagarcell 4660001617

distance 0.157 · cross-district

#6 · Punecell 4900007755

distance 0.163 · cross-district

#7 · Sataracell 4940007820

distance 0.166 · cross-district

#8 · Sataracell 4940007904

distance 0.167 · cross-district

#9 · Sanglicell 4930007132

distance 0.17

#10 · Ahmednagarcell 4660003323

distance 0.174 · cross-district

#11 · Ahmednagarcell 4660002634

distance 0.176 · cross-district

#12 · Sataracell 4940003121

distance 0.18 · cross-district

#13 · Ahmednagarcell 4660002362

distance 0.18 · cross-district

#14 · Solapurcell 4960001178

distance 0.181 · cross-district

#15 · Sanglicell 4930006889

distance 0.181

#16 · Solapurcell 4960000966

distance 0.183 · cross-district

#17 · Sanglicell 4930007064

distance 0.185

#18 · Ahmednagarcell 4660008238

distance 0.186 · 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":4930006956}}}'

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.