Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001972

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

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001801

distance 0.079

#2 · Chandrapurcell 4730001158

distance 0.089

#3 · Chandrapurcell 4730002593

distance 0.095

#4 · Chandrapurcell 4730001432

distance 0.096

#5 · Chandrapurcell 4730002408

distance 0.101

#6 · Chandrapurcell 4730001525

distance 0.105

#7 · Chandrapurcell 4730002133

distance 0.109

#8 · Chandrapurcell 4730001249

distance 0.113

#9 · Chandrapurcell 4730001631

distance 0.115

#10 · Chandrapurcell 4730002132

distance 0.116

#11 · Chandrapurcell 4730001704

distance 0.116

#12 · Chandrapurcell 4730002048

distance 0.121

#13 · Chandrapurcell 4730001617

distance 0.122

#14 · Chandrapurcell 4730002205

distance 0.122

#15 · Chandrapurcell 4730002594

distance 0.123

#16 · Chandrapurcell 4730002518

distance 0.123

#17 · Chandrapurcell 4730002134

distance 0.125

#18 · Chandrapurcell 4730001973

distance 0.125

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":4730001972}}}'

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.