Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008992

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.076

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008990

distance 0.076

#2 · Chandrapurcell 4730008921

distance 0.097

#3 · Chandrapurcell 4730008845

distance 0.109

#4 · Chandrapurcell 4730008693

distance 0.11

#5 · Chandrapurcell 4730009198

distance 0.116

#6 · Chandrapurcell 4730008615

distance 0.118

#7 · Chandrapurcell 4730009130

distance 0.123

#8 · Chandrapurcell 4730008991

distance 0.125

#9 · Chandrapurcell 4730008692

distance 0.136

#10 · Chandrapurcell 4730007582

distance 0.15

#11 · Bhandaracell 4710000130

distance 0.151 · cross-district

#12 · Chandrapurcell 4730007258

distance 0.151

#13 · Chandrapurcell 4730007356

distance 0.152

#14 · Gondiacell 4760000145

distance 0.152 · cross-district

#15 · Gondiacell 4760000079

distance 0.153 · cross-district

#16 · Chandrapurcell 4730007358

distance 0.154

#17 · Chandrapurcell 4730007145

distance 0.155

#18 · Chandrapurcell 4730007259

distance 0.155

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":4730008992}}}'

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.