Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007047

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002398

distance 0.146 · cross-district

#2 · Ahmednagarcell 4660003201

distance 0.151 · cross-district

#3 · Solapurcell 4960003096

distance 0.155 · cross-district

#4 · Sanglicell 4930005257

distance 0.164

#5 · Ahmednagarcell 4660007936

distance 0.176 · cross-district

#6 · Solapurcell 4960003509

distance 0.176 · cross-district

#7 · Sanglicell 4930007036

distance 0.181

#8 · Sanglicell 4930006661

distance 0.183

#9 · Solapurcell 4960001066

distance 0.184 · cross-district

#10 · Sanglicell 4930006889

distance 0.185

#11 · Ahmednagarcell 4660003710

distance 0.186 · cross-district

#12 · Solapurcell 4960001635

distance 0.19 · cross-district

#13 · Ahmednagarcell 4660003600

distance 0.191 · cross-district

#14 · Solapurcell 4960005122

distance 0.194 · cross-district

#15 · Solapurcell 4960001180

distance 0.195 · cross-district

#16 · Ahmednagarcell 4660004002

distance 0.196 · cross-district

#17 · Ahmednagarcell 4660000884

distance 0.198 · cross-district

#18 · Ahmednagarcell 4660001151

distance 0.198 · 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":4930007047}}}'

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.