Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006421

The MH-36 locality cells most similar to this Chandrapur 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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005631

distance 0.082

#2 · Chandrapurcell 4730005730

distance 0.082

#3 · Chandrapurcell 4730005739

distance 0.094

#4 · Chandrapurcell 4730005847

distance 0.098

#5 · Chandrapurcell 4730006306

distance 0.099

#6 · Chandrapurcell 4730006076

distance 0.106

#7 · Chandrapurcell 4730005960

distance 0.108

#8 · Chandrapurcell 4730006876

distance 0.115

#9 · Chandrapurcell 4730005524

distance 0.115

#10 · Chandrapurcell 4730005842

distance 0.124

#11 · Chandrapurcell 4730006191

distance 0.127

#12 · Chandrapurcell 4730005525

distance 0.134

#13 · Chandrapurcell 4730005421

distance 0.134

#14 · Chandrapurcell 4730005735

distance 0.134

#15 · Chandrapurcell 4730005632

distance 0.136

#16 · Bhandaracell 4710000653

distance 0.137 · cross-district

#17 · Chandrapurcell 4730005728

distance 0.142

#18 · Chandrapurcell 4730005729

distance 0.143

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":473,"cluster_id":4730006421}}}'

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.