Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009665

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000233

distance 0.173 · cross-district

#2 · Chandrapurcell 4730009655

distance 0.211

#3 · Bhandaracell 4710000505

distance 0.23 · cross-district

#4 · Chandrapurcell 4730006087

distance 0.243

#5 · Bhandaracell 4710000459

distance 0.25 · cross-district

#6 · Bhandaracell 4710000681

distance 0.266 · cross-district

#7 · Bhandaracell 4710000717

distance 0.266 · cross-district

#8 · Yavatmalcell 5000006369

distance 0.276 · cross-district

#9 · Yavatmalcell 5000006084

distance 0.277 · cross-district

#10 · Bhandaracell 4710000502

distance 0.278 · cross-district

#11 · Bhandaracell 4710000029

distance 0.281 · cross-district

#12 · Bhandaracell 4710000804

distance 0.283 · cross-district

#13 · Bhandaracell 4710000410

distance 0.283 · cross-district

#14 · Chandrapurcell 4730006775

distance 0.283

#15 · Yavatmalcell 5000006368

distance 0.287 · cross-district

#16 · Yavatmalcell 5000006371

distance 0.295 · cross-district

#17 · Yavatmalcell 5000006630

distance 0.296 · cross-district

#18 · Bhandaracell 4710000368

distance 0.297 · 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":4730009665}}}'

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.