Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003782

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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002317

distance 0.264

#2 · Yavatmalcell 5000003936

distance 0.269 · cross-district

#3 · Chandrapurcell 4730004035

distance 0.271

#4 · Chandrapurcell 4730000777

distance 0.272

#5 · Chandrapurcell 4730003539

distance 0.282

#6 · Chandrapurcell 4730003872

distance 0.314

#7 · Chandrapurcell 4730002904

distance 0.33

#8 · Yavatmalcell 5000005664

distance 0.343 · cross-district

#9 · Amravaticell 4680005728

distance 0.35 · cross-district

#10 · Chandrapurcell 4730002382

distance 0.352

#11 · Chandrapurcell 4730002695

distance 0.361

#12 · Chandrapurcell 4730002246

distance 0.364

#13 · Chandrapurcell 4730003463

distance 0.366

#14 · Yavatmalcell 5000003578

distance 0.376 · cross-district

#15 · Akolacell 4670002205

distance 0.377 · cross-district

#16 · Yavatmalcell 5000004291

distance 0.378 · cross-district

#17 · Yavatmalcell 5000004115

distance 0.378 · cross-district

#18 · Yavatmalcell 5000005980

distance 0.379 · 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":4730003782}}}'

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.