Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005406

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006681

distance 0.192

#2 · Chandrapurcell 4730006567

distance 0.193

#3 · Chandrapurcell 4730006566

distance 0.196

#4 · Chandrapurcell 4730005546

distance 0.234

#5 · Chandrapurcell 4730005636

distance 0.236

#6 · Chandrapurcell 4730006451

distance 0.245

#7 · Chandrapurcell 4730006652

distance 0.257

#8 · Yavatmalcell 5000005456

distance 0.26 · cross-district

#9 · Chandrapurcell 4730005547

distance 0.264

#10 · Bhandaracell 4710000741

distance 0.267 · cross-district

#11 · Yavatmalcell 5000006885

distance 0.27 · cross-district

#12 · Chandrapurcell 4730006670

distance 0.277

#13 · Bhandaracell 4710000817

distance 0.281 · cross-district

#14 · Chandrapurcell 4730006336

distance 0.285

#15 · Chandrapurcell 4730006563

distance 0.301

#16 · Bhandaracell 4710000778

distance 0.31 · cross-district

#17 · Yavatmalcell 5000005619

distance 0.315 · cross-district

#18 · Nagpurcell 4840007955

distance 0.318 · 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":4730005406}}}'

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.