Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004278

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

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003911

distance 0.043

#2 · Chandrapurcell 4730004382

distance 0.055

#3 · Chandrapurcell 4730003501

distance 0.074

#4 · Chandrapurcell 4730003502

distance 0.076

#5 · Chandrapurcell 4730004100

distance 0.077

#6 · Chandrapurcell 4730003736

distance 0.095

#7 · Chandrapurcell 4730003913

distance 0.105

#8 · Chandrapurcell 4730003655

distance 0.106

#9 · Chandrapurcell 4730004384

distance 0.108

#10 · Chandrapurcell 4730003822

distance 0.112

#11 · Chandrapurcell 4730003424

distance 0.114

#12 · Chandrapurcell 4730003503

distance 0.117

#13 · Chandrapurcell 4730003737

distance 0.121

#14 · Chandrapurcell 4730004280

distance 0.122

#15 · Chandrapurcell 4730004110

distance 0.128

#16 · Chandrapurcell 4730007237

distance 0.131

#17 · Chandrapurcell 4730004099

distance 0.132

#18 · Chandrapurcell 4730003577

distance 0.132

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":4730004278}}}'

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.