Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003862

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003951

distance 0.231

#2 · Chandrapurcell 4730002384

distance 0.244

#3 · Hingolicell 4770000727

distance 0.252 · cross-district

#4 · Chandrapurcell 4730003966

distance 0.283

#5 · Chandrapurcell 4730006613

distance 0.287

#6 · Chhatrapati Sambhajinagarcell 4690003657

distance 0.288 · cross-district

#7 · Yavatmalcell 5000003608

distance 0.289 · cross-district

#8 · Washimcell 4990001506

distance 0.297 · cross-district

#9 · Chandrapurcell 4730003531

distance 0.301

#10 · Akolacell 4670003520

distance 0.302 · cross-district

#11 · Yavatmalcell 5000003954

distance 0.303 · cross-district

#12 · Jalgaoncell 4780005620

distance 0.304 · cross-district

#13 · Nandedcell 4850000267

distance 0.306 · cross-district

#14 · Nandedcell 4850004531

distance 0.307 · cross-district

#15 · Yavatmalcell 5000006253

distance 0.307 · cross-district

#16 · Gondiacell 4760001639

distance 0.307 · cross-district

#17 · Gadchirolicell 4750006703

distance 0.308 · cross-district

#18 · Nagpurcell 4840007136

distance 0.308 · 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":4730003862}}}'

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.