Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002158

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002157

distance 0.068

#2 · Chandrapurcell 4730002234

distance 0.072

#3 · Chandrapurcell 4730001386

distance 0.078

#4 · Chandrapurcell 4730002232

distance 0.086

#5 · Chandrapurcell 4730001297

distance 0.086

#6 · Chandrapurcell 4730001992

distance 0.087

#7 · Chandrapurcell 4730001910

distance 0.09

#8 · Yavatmalcell 5000002474

distance 0.091 · cross-district

#9 · Yavatmalcell 5000002099

distance 0.093 · cross-district

#10 · Chandrapurcell 4730002233

distance 0.096

#11 · Yavatmalcell 5000002605

distance 0.096 · cross-district

#12 · Yavatmalcell 5000002466

distance 0.097 · cross-district

#13 · Chandrapurcell 4730003946

distance 0.101

#14 · Chandrapurcell 4730001911

distance 0.101

#15 · Chandrapurcell 4730003761

distance 0.102

#16 · Chandrapurcell 4730001196

distance 0.104

#17 · Yavatmalcell 5000002475

distance 0.104 · cross-district

#18 · Yavatmalcell 5000002602

distance 0.108 · cross-district

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":4730002158}}}'

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.