Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008739

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001479

distance 0.332 · cross-district

#2 · Chandrapurcell 4730008583

distance 0.334

#3 · Bhandaracell 4710001716

distance 0.337 · cross-district

#4 · Bhandaracell 4710001526

distance 0.35 · cross-district

#5 · Bhandaracell 4710001380

distance 0.352 · cross-district

#6 · Chandrapurcell 4730008882

distance 0.362

#7 · Chandrapurcell 4730006543

distance 0.365

#8 · Bhandaracell 4710001381

distance 0.367 · cross-district

#9 · Bhandaracell 4710001330

distance 0.37 · cross-district

#10 · Bhandaracell 4710001516

distance 0.373 · cross-district

#11 · Chandrapurcell 4730006999

distance 0.377

#12 · Gadchirolicell 4750010645

distance 0.398 · cross-district

#13 · Nagpurcell 4840003848

distance 0.399 · cross-district

#14 · Nagpurcell 4840003946

distance 0.401 · cross-district

#15 · Bhandaracell 4710001125

distance 0.403 · cross-district

#16 · Chandrapurcell 4730007579

distance 0.411

#17 · Bhandaracell 4710001478

distance 0.413 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690007720

distance 0.413 · 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":4730008739}}}'

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.