Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002407

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001162

distance 0.24

#2 · Chandrapurcell 4730002037

distance 0.25

#3 · Chandrapurcell 4730002414

distance 0.252

#4 · Chandrapurcell 4730000564

distance 0.268

#5 · Chandrapurcell 4730001063

distance 0.269

#6 · Chandrapurcell 4730003356

distance 0.281

#7 · Gadchirolicell 4750008461

distance 0.293 · cross-district

#8 · Chandrapurcell 4730001710

distance 0.294

#9 · Chandrapurcell 4730001347

distance 0.294

#10 · Nagpurcell 4840004315

distance 0.295 · cross-district

#11 · Chandrapurcell 4730008523

distance 0.3

#12 · Chandrapurcell 4730003653

distance 0.311

#13 · Gondiacell 4760002868

distance 0.312 · cross-district

#14 · Amravaticell 4680006739

distance 0.313 · cross-district

#15 · Chandrapurcell 4730007691

distance 0.315

#16 · Amravaticell 4680006732

distance 0.315 · cross-district

#17 · Yavatmalcell 5000006625

distance 0.316 · cross-district

#18 · Chandrapurcell 4730001152

distance 0.32

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":4730002407}}}'

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.