Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009482

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

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009424

distance 0.295

#2 · Chandrapurcell 4730009423

distance 0.296

#3 · Bhandaracell 4710001120

distance 0.297 · cross-district

#4 · Bhandaracell 4710000725

distance 0.303 · cross-district

#5 · Chandrapurcell 4730008650

distance 0.314

#6 · Chandrapurcell 4730009303

distance 0.332

#7 · Chandrapurcell 4730009024

distance 0.333

#8 · Chandrapurcell 4730009484

distance 0.333

#9 · Bhandaracell 4710001279

distance 0.335 · cross-district

#10 · Bhandaracell 4710000683

distance 0.336 · cross-district

#11 · Chandrapurcell 4730009647

distance 0.343

#12 · Chandrapurcell 4730009232

distance 0.349

#13 · Chandrapurcell 4730009725

distance 0.351

#14 · Chandrapurcell 4730009437

distance 0.355

#15 · Gadchirolicell 4750010369

distance 0.356 · cross-district

#16 · Bhandaracell 4710000768

distance 0.358 · cross-district

#17 · Gadchirolicell 4750012284

distance 0.36 · cross-district

#18 · Gondiacell 4760000084

distance 0.363 · 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":4730009482}}}'

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.