Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002601

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002596

distance 0.266 · cross-district

#2 · Nagpurcell 4840005894

distance 0.275 · cross-district

#3 · Chandrapurcell 4730002417

distance 0.278

#4 · Chandrapurcell 4730002478

distance 0.282

#5 · Gadchirolicell 4750007556

distance 0.283 · cross-district

#6 · Chandrapurcell 4730002665

distance 0.285

#7 · Akolacell 4670004597

distance 0.292 · cross-district

#8 · Solapurcell 4960003809

distance 0.294 · cross-district

#9 · Chandrapurcell 4730002418

distance 0.294

#10 · Hingolicell 4770003668

distance 0.294 · cross-district

#11 · Gadchirolicell 4750008866

distance 0.297 · cross-district

#12 · Nagpurcell 4840005769

distance 0.3 · cross-district

#13 · Bhandaracell 4710003436

distance 0.302 · cross-district

#14 · Buldhanacell 4720005942

distance 0.302 · cross-district

#15 · Yavatmalcell 5000002230

distance 0.302 · cross-district

#16 · Jalgaoncell 4780004939

distance 0.303 · cross-district

#17 · Nagpurcell 4840002295

distance 0.305 · cross-district

#18 · Beedcell 4700004483

distance 0.305 · 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":4730002601}}}'

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.