Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003472

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.144

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002219

distance 0.144 · cross-district

#2 · Dharashivcell 4880003057

distance 0.151 · cross-district

#3 · Dharashivcell 4880003056

distance 0.155 · cross-district

#4 · Dharashivcell 4880002669

distance 0.155 · cross-district

#5 · Dharashivcell 4880001986

distance 0.156 · cross-district

#6 · Laturcell 4810001806

distance 0.157 · cross-district

#7 · Dharashivcell 4880003002

distance 0.166 · cross-district

#8 · Dharashivcell 4880003400

distance 0.168 · cross-district

#9 · Laturcell 4810000601

distance 0.18 · cross-district

#10 · Dharashivcell 4880002638

distance 0.184 · cross-district

#11 · Dharashivcell 4880002533

distance 0.196 · cross-district

#12 · Dharashivcell 4880000581

distance 0.197 · cross-district

#13 · Sanglicell 4930004986

distance 0.197

#14 · Dharashivcell 4880001571

distance 0.199 · cross-district

#15 · Dharashivcell 4880000433

distance 0.2 · cross-district

#16 · Beedcell 4700004903

distance 0.2 · cross-district

#17 · Sanglicell 4930005018

distance 0.201

#18 · Dharashivcell 4880002377

distance 0.202 · 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":4930003472}}}'

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.