Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006889

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006661

distance 0.116

#2 · Sanglicell 4930007036

distance 0.134

#3 · Sanglicell 4930007103

distance 0.136

#4 · Solapurcell 4960002809

distance 0.141 · cross-district

#5 · Sanglicell 4930007061

distance 0.146

#6 · Solapurcell 4960001180

distance 0.147 · cross-district

#7 · Sanglicell 4930007062

distance 0.149

#8 · Sanglicell 4930007064

distance 0.151

#9 · Sanglicell 4930007126

distance 0.157

#10 · Solapurcell 4960001176

distance 0.159 · cross-district

#11 · Ahmednagarcell 4660008725

distance 0.163 · cross-district

#12 · Solapurcell 4960001066

distance 0.165 · cross-district

#13 · Punecell 4900000912

distance 0.17 · cross-district

#14 · Beedcell 4700004153

distance 0.17 · cross-district

#15 · Ahmednagarcell 4660003153

distance 0.172 · cross-district

#16 · Sataracell 4940002571

distance 0.173 · cross-district

#17 · Ahmednagarcell 4660004359

distance 0.175 · cross-district

#18 · Solapurcell 4960002259

distance 0.176 · 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":4930006889}}}'

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.