Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001451

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.016

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001544

distance 0.016

#2 · Chandrapurcell 4730001357

distance 0.035

#3 · Chandrapurcell 4730001543

distance 0.039

#4 · Chandrapurcell 4730001269

distance 0.05

#5 · Chandrapurcell 4730001452

distance 0.052

#6 · Chandrapurcell 4730001360

distance 0.057

#7 · Chandrapurcell 4730001176

distance 0.099

#8 · Chandrapurcell 4730001067

distance 0.101

#9 · Chandrapurcell 4730000735

distance 0.109

#10 · Chandrapurcell 4730001542

distance 0.111

#11 · Chandrapurcell 4730001974

distance 0.126

#12 · Chandrapurcell 4730001450

distance 0.162

#13 · Chandrapurcell 4730003753

distance 0.163

#14 · Chandrapurcell 4730001633

distance 0.163

#15 · Chandrapurcell 4730002580

distance 0.167

#16 · Chandrapurcell 4730001636

distance 0.167

#17 · Chandrapurcell 4730003669

distance 0.17

#18 · Chandrapurcell 4730001361

distance 0.171

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":4730001451}}}'

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.