Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005577

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005482

distance 0.219

#2 · Yavatmalcell 5000007958

distance 0.242 · cross-district

#3 · Yavatmalcell 5000007302

distance 0.245 · cross-district

#4 · Yavatmalcell 5000006516

distance 0.246 · cross-district

#5 · Nagpurcell 4840000970

distance 0.26 · cross-district

#6 · Yavatmalcell 5000002980

distance 0.269 · cross-district

#7 · Nagpurcell 4840005863

distance 0.27 · cross-district

#8 · Yavatmalcell 5000007176

distance 0.275 · cross-district

#9 · Nagpurcell 4840000913

distance 0.276 · cross-district

#10 · Nagpurcell 4840000841

distance 0.276 · cross-district

#11 · Yavatmalcell 5000005956

distance 0.28 · cross-district

#12 · Yavatmalcell 5000007540

distance 0.281 · cross-district

#13 · Chandrapurcell 4730006243

distance 0.282

#14 · Yavatmalcell 5000007046

distance 0.282 · cross-district

#15 · Yavatmalcell 5000007826

distance 0.284 · cross-district

#16 · Nagpurcell 4840001254

distance 0.284 · cross-district

#17 · Wardhacell 4980001522

distance 0.284 · cross-district

#18 · Yavatmalcell 5000006223

distance 0.288 · 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":4730005577}}}'

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.