Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007186

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002819

distance 0.085 · cross-district

#2 · Sanglicell 4930007193

distance 0.092

#3 · Solapurcell 4960003227

distance 0.096 · cross-district

#4 · Solapurcell 4960002536

distance 0.096 · cross-district

#5 · Solapurcell 4960002535

distance 0.097 · cross-district

#6 · Solapurcell 4960003918

distance 0.101 · cross-district

#7 · Sanglicell 4930007049

distance 0.108

#8 · Solapurcell 4960004200

distance 0.117 · cross-district

#9 · Solapurcell 4960001397

distance 0.12 · cross-district

#10 · Sanglicell 4930006725

distance 0.121

#11 · Solapurcell 4960002814

distance 0.125 · cross-district

#12 · Sanglicell 4930006786

distance 0.126

#13 · Sanglicell 4930006927

distance 0.131

#14 · Solapurcell 4960002675

distance 0.134 · cross-district

#15 · Solapurcell 4960004062

distance 0.134 · cross-district

#16 · Sanglicell 4930007155

distance 0.136

#17 · Sanglicell 4930007187

distance 0.137

#18 · Sanglicell 4930007021

distance 0.139

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":4930007186}}}'

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.