Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001102

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006049

distance 0.148 · cross-district

#2 · Kolhapurcell 4800005991

distance 0.161 · cross-district

#3 · Kolhapurcell 4800006037

distance 0.162 · cross-district

#4 · Sanglicell 4930001105

distance 0.164

#5 · Kolhapurcell 4800006085

distance 0.166 · cross-district

#6 · Kolhapurcell 4800005990

distance 0.167 · cross-district

#7 · Sanglicell 4930001650

distance 0.169

#8 · Kolhapurcell 4800006259

distance 0.172 · cross-district

#9 · Kolhapurcell 4800006081

distance 0.175 · cross-district

#10 · Kolhapurcell 4800006211

distance 0.183 · cross-district

#11 · Kolhapurcell 4800006151

distance 0.191 · cross-district

#12 · Kolhapurcell 4800005868

distance 0.193 · cross-district

#13 · Sanglicell 4930001809

distance 0.196

#14 · Kolhapurcell 4800005988

distance 0.196 · cross-district

#15 · Sanglicell 4930001101

distance 0.198

#16 · Sanglicell 4930003512

distance 0.202

#17 · Sataracell 4940000016

distance 0.204 · cross-district

#18 · Kolhapurcell 4800006106

distance 0.205 · 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":4930001102}}}'

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.