Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003946

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

0.056

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003855

distance 0.056

#2 · Chandrapurcell 4730003761

distance 0.086

#3 · Chandrapurcell 4730002888

distance 0.093

#4 · Yavatmalcell 5000002099

distance 0.094 · cross-district

#5 · Chandrapurcell 4730001992

distance 0.1

#6 · Chandrapurcell 4730002158

distance 0.101

#7 · Yavatmalcell 5000002602

distance 0.101 · cross-district

#8 · Chandrapurcell 4730003856

distance 0.104

#9 · Chandrapurcell 4730004135

distance 0.106

#10 · Chandrapurcell 4730003302

distance 0.111

#11 · Yavatmalcell 5000002474

distance 0.111 · cross-district

#12 · Chandrapurcell 4730002234

distance 0.114

#13 · Yavatmalcell 5000002605

distance 0.114 · cross-district

#14 · Yavatmalcell 5000002604

distance 0.115 · cross-district

#15 · Yavatmalcell 5000002337

distance 0.116 · cross-district

#16 · Yavatmalcell 5000001863

distance 0.116 · cross-district

#17 · Yavatmalcell 5000002740

distance 0.116 · cross-district

#18 · Chandrapurcell 4730001386

distance 0.117

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":4730003946}}}'

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.